Tagged | machine-learning

• Does Your Medical Image Classifier Know What It Doesn’t Know?

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research

• Model-based candidate generation for account recommendations

  (blog.twitter.com)

  #data-science #AI #machine-learning

• Natural Language Processing First Steps: How Algorithms Understand Text

  (developer.nvidia.com)

  #machine-learning #algorithms #NLP #text-analysis

• Introducing StylEx: A New Approach for Visual Explanation of Classifiers

  (ai.googleblog.com)

  #AI #machine-learning #research

• Learning to Route by Task for Efficient Inference

  (ai.googleblog.com)

  #AI #machine-learning #research

• Scaling Vision with Sparse Mixture of Experts

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• A closer look at how LinkedIn integrates fairness into its AI products

  (engineering.linkedin.com)

  #software-engineering #AI #machine-learning

• Building for Balance

  (tech.instacart.com)

  #software-engineering #software-architecture #machine-learning

• Intelligent Automation Platform: Empowering Conversational AI and Beyond at Airbnb

  (medium.com)

  #AI #machine-learning #NLP

• A hybrid approach to personalize notification volume

  (blog.twitter.com)

  #software-design #software-architecture #machine-learning

• Presentation: Differentiable Programming in Kotlin

  (www.infoq.com)

  #machine-learning #programming-languages #JVM

• Article: Developing Deep Learning Systems Using Institutional Incremental Learning

  (www.infoq.com)

  #software-engineering #AI #machine-learning

• Advancing Jupyter Notebooks at Twitter - Part 1

  (blog.twitter.com)

  #dev-tools #data-science #machine-learning

• Redesigning Etsy’s Machine Learning Platform

  (codeascraft.com)

  #data-pipeline #software-architecture #machine-learning

• NVIDIA AI: Generating Motion Capture Animation Without Hardware or Motion Data

  (developer.nvidia.com)

  #AI #machine-learning #research #media

• Interpretable Deep Learning for Time Series Forecasting

  (ai.googleblog.com)

  #AI #machine-learning #time-series #research

• Should It Be Easier to Trust Machines or Harder to Trust Humans?

  (galois.com)

  #machine-learning #image-processing #research

• Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability

  (developer.nvidia.com)

  #AI #machine-learning #GPU

• General and Scalable Parallelization for Neural Networks

  (ai.googleblog.com)

  #AI #machine-learning #scaling #research

• Shops on Facebook and Instagram: Understanding relationships between products to improve buyer and seller experience

  (research.fb.com)

  #machine-learning #image-processing #NLP

• Improving Vision Transformer Efficiency and Accuracy by Learning to Tokenize

  (ai.googleblog.com)

  #AI #machine-learning #research

• Deep Learning Detects Earthquakes at Millimeter-Scale

  (developer.nvidia.com)

  #AI #machine-learning #research

• Completing a member knowledge graph with Graph Neural Networks

  (engineering.linkedin.com)

  #data-science #machine-learning #neural-net

• RLDS: An Ecosystem to Generate, Share, and Use Datasets in Reinforcement Learning

  (ai.googleblog.com)

  #dev-tools #data-science #machine-learning #research

• MURAL: Multimodal, Multi-task Retrieval Across Languages

  (ai.googleblog.com)

  #AI #machine-learning #search #research

• Nextdoor Notifications: How we use ML to keep neighbors informed

  (engblog.nextdoor.com)

  #software-engineering #software-design #machine-learning

• Neural edit-tree lemmatization for spaCy

  (explosion.ai)

  #machine-learning #NLP #parsing

• Talking sense: using machine learning to understand quotes

  (www.theguardian.com)

  #software-engineering #machine-learning #NLP

• Predicting Text Selections with Federated Learning

  (ai.googleblog.com)

  #machine-learning #mobile #NLP #research #UX

• Predicting Text Readability from Scrolling Interactions

  (ai.googleblog.com)

  #machine-learning #HCI #research #UX

• The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part II)

  (engineering.atspotify.com)

  #software-engineering #software-architecture #machine-learning

• Customize Python dependency resolution with machine learning

  (developers.redhat.com)

  #dev-tools #machine-learning #python #build-system

• RLiable: Towards Reliable Evaluation & Reporting in Reinforcement Learning

  (ai.googleblog.com)

  #AI #machine-learning #research

• The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part I)

  (engineering.atspotify.com)

  #software-engineering #machine-learning #practices

• MetNet-2: Deep Learning for 12-Hour Precipitation Forecasting

  (ai.googleblog.com)

  #machine-learning #GeoData #research

• SearchSage: Learning Search Query Representations at Pinterest

  (medium.com)

  #AI #machine-learning #image-processing #search

• Model Ensembles Are Faster Than You Think

  (ai.googleblog.com)

  #machine-learning #performance #research

• Improved On-Device ML on Pixel 6, with Neural Architecture Search

  (ai.googleblog.com)

  #AI #machine-learning #mobile #research

• Forecasting SQL query resource usage with machine learning

  (blog.twitter.com)

  #machine-learning #DBMS #SQL #systems

• Self-Supervised Reversibility-Aware Reinforcement Learning

  (ai.googleblog.com)

  #AI #machine-learning #research

• Running ML Inference Services in Shared Hosting Environments

  (engblog.nextdoor.com)

  #data-pipeline #infra #devops #machine-learning

• Grammar Correction as You Type, on Pixel 6

  (ai.googleblog.com)

  #machine-learning #NLP #research

• Deciding Which Tasks Should Train Together in Multi-Task Neural Networks

  (ai.googleblog.com)

  #AI #machine-learning #research

• Predicting Spreadsheet Formulas from Semi-structured Contexts

  (ai.googleblog.com)

  #AI #machine-learning #research

• How and why to build your own gradient boosted-tree package

  (eng.lyft.com)

  #machine-learning #algorithms #GeoData

• SimVLM: Simple Visual Language Model Pre-training with Weak Supervision

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• How Underspecification Presents Challenges for Machine Learning

  (ai.googleblog.com)

  #AI #machine-learning #research

• An ML-based Framework for COVID-19 Epidemiology

  (ai.googleblog.com)

  #machine-learning #research #statistics

• CAMBI, a banding artifact detector

  (netflixtechblog.com)

  #machine-learning #image-processing #media #UX

• Self-Supervised Learning Advances Medical Image Classification

  (ai.googleblog.com)

  #machine-learning #image-processing #research #biotech

• Decreasing MRI Scan Times Using Deep Learning with NVIDIA Clara AGX

  (developer.nvidia.com)

  #machine-learning #image-processing #biotech

• Finding Complex Metal Oxides for Technology Advancement

  (ai.googleblog.com)

  #AI #machine-learning #research

• Introducing FLAN: More generalizable Language Models with Instruction Fine-Tuning

  (ai.googleblog.com)

  #AI #machine-learning #research

• FedJAX: Federated Learning Simulation with JAX

  (ai.googleblog.com)

  #AI #machine-learning #research

• Improving Generalization in Reinforcement Learning using Policy Similarity Embeddings

  (ai.googleblog.com)

  #AI #machine-learning #research

• An ML approach to Calculating Expected Value

  (engineering.udacity.com)

  #machine-learning #analytics #statistics

• Pathdreamer: A World Model for Indoor Navigation

  (ai.googleblog.com)

  #machine-learning #image-processing #research #robotics

• Revisiting Mask-Head Architectures for Novel Class Instance Segmentation

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Toward Fast and Accurate Neural Networks for Image Recognition

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Music Conditioned 3D Dance Generation with AIST++

  (ai.googleblog.com)

  #AI #machine-learning #research

• Recommending music to new users

  (deezer.io)

  #data-science #machine-learning #audio-processing

• Pinterest Home Feed Unified Lightweight Scoring: A Two-tower Approach

  (medium.com)

  #data-science #machine-learning #analytics

• Red Means Stop. Green Means Go: A Look into Quality Assessment in Instacart’s Knowledge Graph

  (tech.instacart.com)

  #data-science #machine-learning #NLP

• A Gentle Introduction to Graph Neural Networks

  (distill.pub)

  #machine-learning #neural-net #research

• Understanding Convolutions on Graphs

  (distill.pub)

  #machine-learning #neural-net #research

• Using deep learning to detect abusive sequences of member activity

  (engineering.linkedin.com)

  #machine-learning #NLP

• Discovering Anomalous Data with Self-Supervised Learning

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Introducing Omnimattes: A New Approach to Matte Generation using Layered Neural Rendering

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Infrastructure Design for Real-time Machine Learning Inference

  (databricks.com)

  #data-pipeline #software-engineering #infra #machine-learning

• Detecting Abnormal Chest X-rays using Deep Learning

  (ai.googleblog.com)

  #machine-learning #image-processing #research #biotech

• Recreating Natural Voices for People with Speech Impairments

  (ai.googleblog.com)

  #machine-learning #audio-processing #research

• Giving Virtual Dressing Rooms a Makeover with Computer Vision

  (developer.nvidia.com)

  #machine-learning #image-processing

• Stitching together spaces for query-based recommendations

  (multithreaded.stitchfix.com)

  #machine-learning #image-processing #search

• SoundStream: An End-to-End Neural Audio Codec

  (ai.googleblog.com)

  #machine-learning #audio-processing #compression #research

• Lambda Learner: Nearline learning on data streams

  (engineering.linkedin.com)

  #data-pipeline #software-architecture #machine-learning

• Real-time Einstein Insights Using Kafka Streams

  (engineering.salesforce.com)

  #data-pipeline #software-engineering #software-architecture #machine-learning

• Task-Oriented Conversational AI in Airbnb Customer Support

  (medium.com)

  #machine-learning #NLP

• Deciphering Ancient Texts with AI

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• Distillation of CLIP model and other experiments

  (tech.pic-collage.com)

  #machine-learning #image-processing #NLP

• When do recommender systems amplify user preferences? A theoretical framework and mitigation strategies

  (research.fb.com)

  #machine-learning #research

• AI Detects Gravitational Waves Faster than Real Time

  (developer.nvidia.com)

  #AI #machine-learning #research

• Improved Detection of Elusive Polyps via Machine Learning

  (ai.googleblog.com)

  #machine-learning #image-processing #research #biotech

• Fighting Spam using Clustering and Automated Rule Creation

  (medium.com)

  #software-engineering #machine-learning #analytics

• Article: Benefits of Loosely Coupled Deep Learning Serving

  (www.infoq.com)

  #software-architecture #machine-learning

• A linear programming approach for optimizing features in ML models

  (engineering.fb.com)

  #machine-learning #optimisation #research

• Mapping Africa’s Buildings with Satellite Imagery

  (ai.googleblog.com)

  #machine-learning #image-processing #GeoData #research

• Advances in TF-Ranking

  (ai.googleblog.com)

  #machine-learning #NLP #research

• King’s College London Accelerates Synthetic Brain 3D Image Creation Using AI Models Powered by Cambridge-1 Supercomputer

  (developer.nvidia.com)

  #machine-learning #research #biotech

• Protecting Personal Data in Grab's Imagery

  (engineering.grab.com)

  #machine-learning #image-processing #privacy

• Graph Neural Networks as Neural Diffusion PDEs

  (blog.twitter.com)

  #machine-learning #graph-processing #research

• Presentation: Designing Better ML Systems: Learnings from Netflix

  (www.infoq.com)

  #software-engineering #machine-learning #algorithms

• Applying Advanced Speech Enhancement in Cochlear Implants

  (ai.googleblog.com)

  #machine-learning #hardware #research #biotech

• High-dimensional Bayesian optimization with sparsity-inducing priors

  (research.fb.com)

  #machine-learning #research

• Multi-task Prediction of Organ Dysfunction in ICUs

  (ai.googleblog.com)

  #machine-learning #research #biotech

• Monitoring ML Models With Model Assertions

  (databricks.com)

  #software-engineering #QA #machine-learning

• Automating root cause analysis for infrastructure systems

  (research.fb.com)

  #infra #QA #machine-learning #research

• Predicting Protein Structures with Deep Learning

  (developer.nvidia.com)

  #machine-learning #research #biotech

• The machine learning behind delivering relevant ads

  (medium.com)

  #software-design #machine-learning #analytics

• Achieving FP32 Accuracy for INT8 Inference Using Quantization Aware Training with NVIDIA TensorRT

  (developer.nvidia.com)

  #machine-learning #hardware #GPU #computation

• High Fidelity Image Generation Using Diffusion Models

  (ai.googleblog.com)

  #machine-learning #research

• spaCy meets Transformers: Fine-tune BERT, XLNet and GPT-2

  (explosion.ai)

  #machine-learning #NLP

• Transforming Brain Waves into Words with AI

  (developer.nvidia.com)

  #machine-learning #research #biotech

• Fully Sharded Data Parallel: faster AI training with fewer GPUs

  (engineering.fb.com)

  #machine-learning #hardware #GPU #systems

• Speeding Up Reinforcement Learning with a New Physics Simulation Engine

  (ai.googleblog.com)

  #machine-learning #research #simulation

• Feature Engineering at Scale

  (databricks.com)

  #software-engineering #machine-learning

• Analyzing Customer Issues to Improve User Experience

  (eng.uber.com)

  #data-pipeline #software-architecture #machine-learning

• Optimizing model accuracy and latency using Bayesian multi-objective neural architecture search

  (research.fb.com)

  #machine-learning #research

• From Vision to Language: Semi-supervised Learning in Action…at Scale

  (ai.googleblog.com)

  #machine-learning #image-processing #NLP #research

• Reducing the Computational Cost of Deep Reinforcement Learning Research

  (ai.googleblog.com)

  #machine-learning #optimisation #research

• Fighting Disease-Carrying Mosquitoes with Neural Networks

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• Model health assurance at LinkedIn

  (engineering.linkedin.com)

  #software-engineering #machine-learning

• Advertiser Recommendation Systems at Pinterest

  (medium.com)

  #software-engineering #software-architecture #machine-learning

• Tuning Model Performance

  (eng.uber.com)

  #machine-learning #performance #optimisation

• Presentation: Data-driven Development in the Automotive Field

  (www.infoq.com)

  #machine-learning #robotics #image-generation

• Elastic Distributed Training with XGBoost on Ray

  (eng.uber.com)

  #machine-learning #algorithms #scaling

• Helping members connect to opportunity through AI

  (engineering.linkedin.com)

  #software-engineering #AI #machine-learning

• Continuous Integration and Deployment for Machine Learning Online Serving and Models

  (eng.uber.com)

  #software-engineering #devops #machine-learning #CI-CD

• Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps

  (developer.nvidia.com)

  #machine-learning #optimisation #GPU

• NVIDIA Research: NeRF-Tex: Neural Reflectance Field Textures

  (developer.nvidia.com)

  #machine-learning #rendering #graphics #research

• Algo Hour - Step sizes for SGD: Adaptivity and Convergence | Xiaoyu Li

  (multithreaded.stitchfix.com)

  #machine-learning #algorithms #math #statistics

• Quickly Training Game-Playing Agents with Machine Learning

  (ai.googleblog.com)

  #AI #machine-learning #research

• Asicmon: A platform agnostic observability system for AI accelerators

  (engineering.fb.com)

  #debugging #machine-learning #systems #tracing

• Take All Your Pictures to the Cleaners, with Google Photos Noise and Blur Reduction

  (ai.googleblog.com)

  #software-engineering #machine-learning #image-processing

• Improving Breast Cancer Detection in Ultrasound Imaging Using AI

  (developer.nvidia.com)

  #machine-learning #research #biotech

• Improving Genomic Discovery with Machine Learning

  (ai.googleblog.com)

  #machine-learning #research #biotech

• NVIDIA Research: Learning Modular Scene Representations With Neural Scene Graphs

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• Quantum Machine Learning and the Power of Data

  (ai.googleblog.com)

  #machine-learning #research #quantum-computing

• NVIDIA Research: Appearance-Driven Automatic 3D Model Simplification

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• NVIDIA Research: Learning and Rendering Dynamic Global Illumination with One Tiny Neural Network in Real-Time

  (developer.nvidia.com)

  #machine-learning #GPU #graphics #research

• Applied NLP Thinking: How to Translate Problems into Solutions

  (explosion.ai)

  #machine-learning #NLP

• Let It Flow: AI Researchers Create Looping Videos From Still Images

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• Enabling GPU Acceleration in Near-Realtime RAN Intelligent Controllers

  (developer.nvidia.com)

  #machine-learning #performance #GPU

• Learning an Accurate Physics Simulator via Adversarial Reinforcement Learning

  (ai.googleblog.com)

  #machine-learning #research #robotics

• Text analytics on LinkedIn Talent Insights using Apache Pinot

  (engineering.linkedin.com)

  #machine-learning #NLP #text-analysis

• Fusing Elasticsearch with neural networks to identify data

  (blog.twitter.com)

  #machine-learning #search #NLP

• Harnessing second order optimizers from deep learning frameworks

  (blog.twitter.com)

  #machine-learning #performance #research

• Simple scalable graph neural networks

  (blog.twitter.com)

  #machine-learning #research #graph

• FRILL: On-Device Speech Representations using TensorFlow-Lite

  (ai.googleblog.com)

  #data-science #machine-learning #research

• The Importance of A/B Testing in Robotics

  (ai.googleblog.com)

  #machine-learning #research #robotics

• NVIDIA Research: Fast Uncertainty Quantification for Deep Object Pose Estimation

  (developer.nvidia.com)

  #machine-learning #image-processing #research

• A Deep Dive on Text Classification at Salesforce

  (engineering.salesforce.com)

  #machine-learning #NLP #text-analysis

• Using Variational Transformer Networks to Automate Document Layout Design

  (ai.googleblog.com)

  #machine-learning #HCI #research

• Data Cascades in Machine Learning

  (ai.googleblog.com)

  #machine-learning #HCI #research

• Extending Contrastive Learning to the Supervised Setting

  (ai.googleblog.com)

  #machine-learning #image-processing #research #media

• Toward Generalized Sim-to-Real Transfer for Robot Learning

  (ai.googleblog.com)

  #machine-learning #research #robotics

• Using Physics-Informed Deep Learning for Transport in Porous Media

  (developer.nvidia.com)

  #machine-learning #GPU #math

• Homepage feed multi-task learning using TensorFlow

  (engineering.linkedin.com)

  #data-science #software-engineering #machine-learning

• A Browsable Petascale Reconstruction of the Human Cortex

  (ai.googleblog.com)

  #machine-learning #research #biotech

• Provably expressive graph neural networks

  (blog.twitter.com)

  #machine-learning #research

• Presentation: Scaling & Optimizing the Training of Predictive Models

  (www.infoq.com)

  #data-science #machine-learning

• How Pinterest Fights Spam Using Machine Learning

  (stackshare.io)

  #data-science #machine-learning

• Cross-Modal Contrastive Learning for Text-to-Image Generation

  (ai.googleblog.com)

  #machine-learning #NLP #research

• Understanding Contextual Facial Expressions Across the Globe

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Building a Hyper Self-Service, Distributed Tracing and Feedback System for Rule & Machine Learning (ML) Predictions

  (engineering.grab.com)

  #data-pipeline #infra #machine-learning #scaling #distributed-systems

• KELM: Integrating Knowledge Graphs with Language Model Pre-training Corpora

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Deep Learning Helps Demystify Authorship of a Dead Sea Scroll

  (developer.nvidia.com)

  #data-science #machine-learning #image-processing #research

• Sharing learnings about our image cropping algorithm

  (blog.twitter.com)

  #AI #machine-learning #image-processing

• Project Guideline: Enabling Those with Low Vision to Run Independently

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Optimizing payments with machine learning

  (dropbox.tech)

  #software-architecture #machine-learning #scaling

• Introducing Orbit, An Open Source Package for Time Series Inference and Forecasting

  (eng.uber.com)

  #machine-learning #analytics #time-series #big-data

• How Pinterest Fights Spam Using Machine Learning

  (medium.com)

  #data-science #machine-learning

• Learning to Manipulate Deformable Objects

  (ai.googleblog.com)

  #AI #machine-learning #research #robotics

• Algorithm-Assisted Inventory Curation

  (multithreaded.stitchfix.com)

  #data-science #machine-learning #algorithms

• How image search works at Dropbox

  (dropbox.tech)

  #software-engineering #machine-learning #image-processing

• ALIGN: Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• LyftLearn: ML Model Training Infrastructure built on Kubernetes

  (eng.lyft.com)

  #infra #machine-learning #scaling #kubernetes

• Moderating Promotional Spam and Inappropriate Content in Photos at Scale at Yelp

  (engineeringblog.yelp.com)

  #software-engineering #machine-learning #image-processing

• Accelerating Eye Movement Research for Wellness and Accessibility

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Optimal Feature Discovery: Better, Leaner Machine Learning Models Through Information Theory

  (eng.uber.com)

  #data-science #software-engineering #machine-learning

• Adversarial Reprogramming of Neural Cellular Automata

  (distill.pub)

  #data-science #machine-learning #research

• Crisscrossed Captions: Semantic Similarity for Images and Text

  (ai.googleblog.com)

  #machine-learning #image-processing #NLP #research

• Do Wide and Deep Networks Learn the Same Things?

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Flexible, Scalable, Differentiable Simulation of Recommender Systems with RecSim NG

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Fusing Elasticsearch with neural networks to identify data

  (blog.twitter.com)

  #machine-learning #search #big-data

• Model-Based RL for Decentralized Multi-agent Navigation

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research

• Holistic Video Scene Understanding with ViP-DeepLab

  (ai.googleblog.com)

  #machine-learning #research #media #video-processing

• HDR+ with Bracketing on Pixel Phones

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Evolving Reinforcement Learning Algorithms

  (ai.googleblog.com)

  #data-science #machine-learning #research

• How We Improved Agent Chat Efficiency with Machine Learning

  (engineering.grab.com)

  #software-engineering #software-design #software-architecture #machine-learning

• MaX-DeepLab: Dual-Path Transformers for End-to-End Panoptic Segmentation

  (ai.googleblog.com)

  #machine-learning #image-processing #research

• Multi-Task Robotic Reinforcement Learning at Scale

  (ai.googleblog.com)

  #machine-learning #image-processing #research #robotics

• Auto-placement of ad campaigns using multi-armed bandits

  (research.fb.com)

  #data-science #machine-learning #algorithms #research

• Introducing causal network motifs: A new approach to identifying heterogeneous spillover effects

  (research.fb.com)

  #data-science #machine-learning #neural-net #research

• Scaling Language Model Training to a Trillion Parameters Using Megatron

  (developer.nvidia.com)

  #machine-learning #GPU #parallel-computing

• Weight Banding

  (distill.pub)

  #data-science #machine-learning #research

• Building Personalisation at Scale

  (lambda.grofers.com)

  #data-pipeline #data-science #machine-learning

• Detecting Image Similarity in (Near) Real-time Using Apache Flink

  (medium.com)

  #software-architecture #machine-learning #image-processing #data-engineering

• Conformal Inference of Counterfactuals and Individual Treatment Effects | Lihua Lei

  (multithreaded.stitchfix.com)

  #data-science #machine-learning #statistics

• Constructing Transformers For Longer Sequences with Sparse Attention Methods

  (ai.googleblog.com)

  #AI #machine-learning #research

• Recursive Classification: Replacing Rewards with Examples in RL

  (ai.googleblog.com)

  #deep-learning #data-science #machine-learning #research

• Distributed Neural Network Training In Pytorch

  (towardsdatascience.com)

  #AI #machine-learning #neural-net #parallel-computing

• Categorizing Products at Scale

  (engineering.shopify.com)

  #software-design #machine-learning #algorithms #big-data

• Detecting explicit content in songs

  (deezer.io)

  #data-science #machine-learning #audio-processing #research

• Applying Machine Learning to…..Yeast?

  (ai.googleblog.com)

  #data-science #machine-learning #research #biotech

• Presentation: Machine Learning on Mobile and Edge Devices With TensorFlow Lite

  (www.infoq.com)

  #data-science #machine-learning #mobile

• Developing NLP for Automated Question Answering

  (blog.cloudera.com)

  #machine-learning #NLP #text-analysis

• Broadcom Modernizes Machine Learning and Anomaly Detection with ksqlDB

  (www.confluent.io)

  #data-pipeline #machine-learning #apache-kafka

• User state-based notification volume optimization

  (medium.com)

  #machine-learning #mobile #analytics

• Optimizing Multiple Loss Functions with Loss-Conditional Training

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing #research

• Exploring Evolutionary Meta-Learning in Robotics

  (ai.googleblog.com)

  #AI #machine-learning #research #robotics

• Recommender Systems using LinUCB: A Contextual Multi-Armed Bandit Approach

  (towardsdatascience.com)

  #data-science #machine-learning #math

• Finding the optimal parameters in a RF model using pipes for code reuse

  (engineering.hexacta.com)

  #data-science #machine-learning

• Off-Policy Estimation for Infinite-Horizon Reinforcement Learning

  (ai.googleblog.com)

  #data-science #machine-learning #research

• EfficientDet: Towards Scalable and Efficient Object Detection

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research

• Evaluating the Accuracy of My Video Search Engine

  (towardsdatascience.com)

  #machine-learning #image-processing #search #math

• CNN for Reverse Engineering: an Approach for Function Identification

  (towardsdatascience.com)

  #data-science #machine-learning #systems #reverse-engineering

• Reach for the Top: How Spotify Built Shortcuts in Just Six Months

  (labs.spotify.com)

  #software-engineering #machine-learning #mobile

• Presentation: The Internet of Things Might Have Less Internet Than We Thought?

  (www.infoq.com)

  #machine-learning #IoT #hardware #cloud #privacy

• Rapid experimentation through standardization: Typed AI features for LinkedIn’s feed

  (engineering.linkedin.com)

  #software-engineering #software-architecture #machine-learning #practices

• An Optimistic Perspective on Offline Reinforcement Learning

  (ai.googleblog.com)

  #data-science #machine-learning #research

• XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

  (ai.googleblog.com)

  #machine-learning #performance #NLP #research

• Contextual relevance in ads ranking

  (medium.com)

  #data-science #machine-learning #NLP #analytics

• Advancing Self-Supervised and Semi-Supervised Learning with SimCLR

  (ai.googleblog.com)

  #deep-learning #machine-learning #image-processing #research

• The Unfriendly Robot: Automatically flagging unwelcoming comments

  (stackoverflow.blog)

  #AI #machine-learning #NLP #text-analysis

• Classifying 4M Reddit posts in 4k subreddits: an end-to-end machine learning pipeline

  (towardsdatascience.com)

  #data-pipeline #machine-learning #NLP

• Exploring Nature-Inspired Robot Agility

  (ai.googleblog.com)

  #AI #machine-learning #research #robotics

• Cross Validation and Performance Measures in Machine Learning

  (towardsdatascience.com)

  #data-science #machine-learning #performance

• Improving Audio Quality in Duo with WaveNetEQ

  (ai.googleblog.com)

  #deep-learning #machine-learning #audio-processing #research

• How Instacart Uses Data Science to Tackle Complex Business Problems

  (towardsdatascience.com)

  #data-science #machine-learning #optimisation

• Scaling Machine Learning

  (towardsdatascience.com)

  #data-pipeline #infra #machine-learning #scaling

• Google's MediaPipe Machine Learning Framework Web-Enabled with WebAssembly

  (www.infoq.com)

  #machine-learning #web-assembly #browsers #frontend

• COVID-19 Bert Literature Search Engine

  (towardsdatascience.com)

  #machine-learning #search #NLP #text-analysis

• Labeling Satellite Imagery for Machine Learning

  (www.azavea.com)

  #machine-learning #image-processing #GeoData

• A Neural Weather Model for Eight-Hour Precipitation Forecasting

  (ai.googleblog.com)

  #data-science #machine-learning #GeoData #research

• Building a scalable online product recommender with Keras, Docker, GCP, and GKE

  (blog.insightdatascience.com)

  #data-pipeline #software-architecture #infra #machine-learning #cloud

• A Human-centric Approach for Evaluating Visual Search Models

  (tech.ebayinc.com)

  #deep-learning #machine-learning #image-processing

• Massively Scaling Reinforcement Learning with SEED RL

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Reducing the Carbon Foot Prints of CNNs at the cost of interactions-Depthwise & Pointwise Conv..

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing #research

• Deep Learning based Super Resolution with OpenCV

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing

• Building a Coronavirus Research Literature Search Engine

  (towardsdatascience.com)

  #software-architecture #machine-learning #search #text-analysis

• Visualizing Neural Networks with the Grand Tour

  (distill.pub)

  #machine-learning #neural-net #visualisation #research

• Presentation: From Spark to Elasticsearch and Back - Learning Large-scale Models for Content Recommendation

  (www.infoq.com)

  #data-pipeline #infra #machine-learning #big-data

• The Visual Complements Model (ViCs): Complementary Product Recommendations From Visual Cues

  (tech.wayfair.com)

  #data-science #machine-learning #image-processing

• Soli Radar-Based Perception and Interaction in Pixel 4

  (ai.googleblog.com)

  #signal-processing #machine-learning #mobile #hardware #research

• The AIgent: Using Google’s BERT Language Model to Connect Writers & Representation

  (blog.insightdatascience.com)

  #AI #machine-learning #NLP

• MLOps: not as Boring as it Sounds

  (itnext.io)

  #data-pipeline #software-engineering #infra #machine-learning

• LSTM-FCN for cardiology

  (towardsdatascience.com)

  #data-science #machine-learning #biotech

• Real-Time 3D Object Detection on Mobile Devices with MediaPipe

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #mobile #research

• Presentation: Swift for Tensorflow

  (www.infoq.com)

  #swift #machine-learning #tensor-flow

• More Efficient NLP Model Pre-training with ELECTRA

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• A Scalable Prediction Engine for Automating Structured Data Prep

  (towardsdatascience.com)

  #data-pipeline #data-science #software-engineering #machine-learning

• Presentation: Computational Propaganda - How Algorithms Influence our Decisions

  (www.infoq.com)

  #machine-learning #algorithms #analytics #big-data

• Announcing TensorFlow Quantum: An Open Source Library for Quantum Machine Learning

  (ai.googleblog.com)

  #machine-learning #algorithms #research #quantum-computing

• Machine learning plus more machine learning for travel marketers

  (intent.com)

  #data-science #AI #machine-learning

• Presentation: How AI Is Transforming Test Automation

  (www.infoq.com)

  #AI #QA #testing #automation #machine-learning

• Measuring Compositional Generalization

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Under the Hood of Uber ATG’s Machine Learning Infrastructure and Versioning Control Platform for Self-Driving Vehicles

  (eng.uber.com)

  #data-pipeline #software-engineering #infra #machine-learning

• The Evolution of Kit: Automating Marketing Using Machine Learning

  (engineering.shopify.com)

  #software-engineering #software-design #machine-learning

• Contextual Topic Identification

  (blog.insightdatascience.com)

  #data-science #machine-learning #NLP #big-data #text-analysis

• Tubi: Scaling Up Machine Experimentation with Scylla and Scala

  (www.scylladb.com)

  #data-pipeline #software-engineering #machine-learning #DBMS

• Toward Human-Centered Design for ML Frameworks

  (ai.googleblog.com)

  #machine-learning #HCI #research

• Program Synthesis in AI

  (towardsdatascience.com)

  #deep-learning #dev-tools #software-engineering #machine-learning

• Deep Transfer Learning for Image Classification

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing

• Setting Fairness Goals with the TensorFlow Constrained Optimization Library

  (ai.googleblog.com)

  #deep-learning #data-science #machine-learning #research

• Analyzing anomalies with ThirdEye

  (engineering.linkedin.com)

  #AI #monitoring #machine-learning #analytics

• There is No Noise — Only Bias

  (blog.insightdatascience.com)

  #AI #machine-learning #statistics

• Similarity clustering to catch fraud rings

  (stripe.com)

  #machine-learning #algorithms #analytics #graph

• Building Blip: behind the scenes of our anomaly detection prototype

  (blog.fastforwardlabs.com)

  #deep-learning #machine-learning #image-processing

• A guide to Collaborative Topic Modeling recommender systems

  (towardsdatascience.com)

  #data-science #machine-learning #text-analysis

• First Order Motion Model

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning #image-processing

• Building an Incremental Recommender System

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning

• Presentation: Breakthroughs and the Future of (Deep) Reinforcement Learning

  (www.infoq.com)

  #deep-learning #data-science #machine-learning #research

• How to build a real-time fraud detection pipeline using Faust and MLFlow

  (towardsdatascience.com)

  #data-pipeline #data-science #infra #machine-learning

• Essential Suite — Artwork Producer Assistant

  (netflixtechblog.com)

  #software-architecture #machine-learning #image-processing

• NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

  (towardsdatascience.com)

  #machine-learning #algorithms #research #math

• AutoFlip: An Open Source Framework for Intelligent Video Reframing

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research

• Building a Backtesting Service to Measure Model Performance at Uber-scale

  (eng.uber.com)

  #software-engineering #software-architecture #testing #machine-learning

• Machine Learning Driven Sales and Marketing for Everyone with Einstein Behavior Scoring (Part 1)

  (engineering.salesforce.com)

  #data-science #machine-learning #analytics

• Anomaly Detection — Product of Data Refinery

  (tech.ebayinc.com)

  #machine-learning #analytics #time-series #math

• TyDi QA: A Multilingual Question Answering Benchmark

  (ai.googleblog.com)

  #machine-learning #NLP #text-analysis #research

• ML-fairness-gym: A Tool for Exploring Long-Term Impacts of Machine Learning Systems

  (ai.googleblog.com)

  #data-science #machine-learning #research

• How Artificial Neural Networks are Helping Stroke Victims

  (towardsdatascience.com)

  #AI #machine-learning #neural-net #biotech

• Presentation: ML's Hidden Tasks: A Checklist for Developers When Building ML Systems

  (www.infoq.com)

  #data-science #software-engineering #infra #machine-learning

• The Deep Tech Behind Estimating Food Preparation Time

  (engineering.zomato.com)

  #machine-learning #algorithms #analytics

• PyKrylov: Accelerating Machine Learning Research at eBay

  (tech.ebayinc.com)

  #data-science #machine-learning #python #research

• Diving deeper into Unity-ML Agents

  (towardsdatascience.com)

  #AI #machine-learning #game-dev

• pakkr™ (Part I), One Pipeline to Rule Them All

  (medium.com)

  #data-pipeline #data-science #machine-learning

• Modernizing Ads Targeting Machine Learning Pipeline

  (engineeringblog.yelp.com)

  #data-science #machine-learning

• Ultron: ML Inferencing Platform @Walmart Labs

  (medium.com)

  #data-science #software-engineering #infra #machine-learning

• Streaming Machine Learning with Tiered Storage and Without a Data Lake

  (www.confluent.io)

  #data-pipeline #machine-learning #distributed-systems #apache-kafka

• Towards a Conversational Agent that Can Chat About…Anything

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Presentation: CI/CD for Machine Learning

  (www.infoq.com)

  #infra #automation #machine-learning #CI-CD

• Privacy-Preserving Machine Learning: A Primer

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #privacy

• Modelling tabular data with Google’s TabNet

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning

• Releasing the Drosophila Hemibrain Connectome — The Largest Synapse-Resolution Map of Brain Connectivity

  (ai.googleblog.com)

  #deep-learning #machine-learning #research #biotech

• Keeping LinkedIn professional by detecting and removing inappropriate profiles

  (engineering.linkedin.com)

  #machine-learning #analytics #big-data

• For Your Ears Only: Personalizing Spotify Home with Machine Learning

  (labs.spotify.com)

  #data-science #machine-learning #big-data #tensor-flow

• Reformer: The Efficient Transformer

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Visualizing the Impact of Feature Attribution Baselines

  (distill.pub)

  #data-science #machine-learning #research

• Can You Trust Your Model’s Uncertainty?

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Demystifying ‘black box’ methods of text feature extraction from Rx Data

  (medium.com)

  #machine-learning #NLP #text-analysis

• Open Sourcing Manifold, a Visual Debugging Tool for Machine Learning

  (eng.uber.com)

  #dev-tools #debugging #machine-learning #visualisation

• Introducing Flyte: Cloud Native Machine Learning and Data Processing Platform

  (eng.lyft.com)

  #data-pipeline #machine-learning #cloud #data-engineering

• Presentation: ML in the Browser: Interactive Experiences with Tensorflow.js

  (www.infoq.com)

  #javascript #AI #machine-learning #tensor-flow

• How to Deploy Real-Time Text-to-Speech Applications on GPUs Using TensorRT

  (devblogs.nvidia.com)

  #machine-learning #GPU #audio-processing

• Article: Candy Crush QA AI Saga

  (www.infoq.com)

  #data-science #AI #machine-learning #game-dev

• Simulating Quantum Circuits with Tensor Networks

  (towardsdatascience.com)

  #machine-learning #research #quantum-computing #computation

• Idea Behind LIME and SHAP

  (towardsdatascience.com)

  #data-science #AI #machine-learning

• The story behind an Instacart order, part 3: predicting the shop

  (tech.instacart.com)

  #data-science #machine-learning #math

• ALBERT: A Lite BERT for Self-Supervised Learning of Language Representations

  (ai.googleblog.com)

  #machine-learning #NLP #research

• Bias-Variance Tradeoff Explained

  (blog.insightdatascience.com)

  #data-science #machine-learning #math #statistics

• Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data

  (eng.uber.com)

  #AI #machine-learning #neural-net #research

• The On-Device Machine Learning Behind Recorder

  (ai.googleblog.com)

  #machine-learning #NLP #audio-processing #research

• How to Build Domain Specific Automatic Speech Recognition Models on GPUs

  (devblogs.nvidia.com)

  #data-science #machine-learning #GPU #audio-processing

• Improving Out-of-Distribution Detection in Machine Learning Models

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Three Ways to Get Into the “Mind” of a Supervised Machine Learning Model

  (www.azavea.com)

  #data-science #machine-learning #image-processing #GeoData

• Architecting Restaurant Wait Time Predictions

  (engineeringblog.yelp.com)

  #data-science #machine-learning #analytics

• The Winding Road to Better Machine Learning Infrastructure Through Tensorflow Extended and Kubeflow

  (labs.spotify.com)

  #data-science #infra #machine-learning #big-data

• ReCNet: Deep Learning based Cross-class Recommendations at Wayfair

  (tech.wayfair.com)

  #deep-learning #data-science #machine-learning #neural-net

• Under the Hood of eBay Motors: New App Powered By Advanced Technology Like Flutter, ML and BFF

  (tech.ebayinc.com)

  #software-architecture #machine-learning #mobile

• Lessons Learned from Developing ML for Healthcare

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing #research #biotech

• Fairness Indicators: Scalable Infrastructure for Fair ML Systems

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Joint Intent Classification and Entity Recognition for Conversational Commerce

  (medium.com)

  #data-science #machine-learning #NLP

• Develop Smaller Speech Recognition Models with NVIDIA’s NeMo Framework

  (devblogs.nvidia.com)

  #machine-learning #GPU #neural-net #audio-processing

• Productionizing Distributed XGBoost to Train Deep Tree Models with Large Data Sets at Uber

  (eng.uber.com)

  #data-science #software-engineering #machine-learning #math

• Podcast: Josh Wills on Building Resilient Data Engineering and Machine Learning Products at Slack

  (www.infoq.com)

  #software-architecture #machine-learning #scaling #data-engineering

• AI in browsers: Comparing TensorFlow, ONNX, and WebDNN for image classification

  (blog.logrocket.com)

  #machine-learning #image-processing #performance #browsers

• Understanding Transfer Learning for Medical Imaging

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing #research #biotech

• DeepSpeech 0.6: Mozilla’s Speech-to-Text Engine Gets Fast, Lean, and Ubiquitous

  (hacks.mozilla.org)

  #data-science #machine-learning #audio-processing

• Controlling Text Generation with Plug and Play Language Models

  (eng.uber.com)

  #data-science #machine-learning #NLP #research

• Pretraining BERT with Layer-wise Adaptive Learning Rates

  (devblogs.nvidia.com)

  #machine-learning #algorithms #GPU #big-data

• Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

  (medium.com)

  #dev-tools #machine-learning #python #visualisation

• Managing eBay Vast Service Architecture Using Knowledge Graphs

  (www.infoq.com)

  #data-science #machine-learning #graph-processing #bigDL

• Federated Learning powered by NVIDIA Clara

  (devblogs.nvidia.com)

  #data-science #machine-learning #GPU

• BERT Does Business: Implementing the BERT Model for Natural Language Processing at Wayfair

  (tech.wayfair.com)

  #data-science #machine-learning #NLP #text-analysis

• Our Transition to Machine Learning in Search Ranking to Match Customers and Professionals

  (engineering.thumbtack.com)

  #data-science #machine-learning #search #big-data

• Powered by AI: Instagram’s Explore recommender system

  (instagram-engineering.com)

  #data-science #machine-learning #big-data

• Deep Clustering for Financial Market Segmentation

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning #analytics

• On Semantic Search

  (towardsdatascience.com)

  #data-science #machine-learning #search #NLP

• RecSim: A Configurable Simulation Platform for Recommender Systems

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Illustrated: Self-Attention

  (towardsdatascience.com)

  #data-science #machine-learning

• SPICE: Self-Supervised Pitch Estimation

  (ai.googleblog.com)

  #data-science #machine-learning #audio-processing #research

• Understanding product attributes for shoppers

  (medium.com)

  #data-science #machine-learning #search

• Introducing the Next Generation of On-Device Vision Models: MobileNetV3 and MobileNetEdgeTPU

  (ai.googleblog.com)

  #machine-learning #image-processing #mobile #hardware #research

• Learning to Assemble and to Generalize from Self-Supervised Disassembly

  (ai.googleblog.com)

  #machine-learning #image-processing #research #robotics

• Understanding Neural Machine Translation: Encoder-Decoder Architecture

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning #neural-net

• Protect your Deep Neural Network by Embedding Watermarks!

  (towardsdatascience.com)

  #deep-learning #machine-learning #neural-net

• Dropbox Predicts What File You Need Next With Content-Specific ML Pipelines

  (www.infoq.com)

  #data-pipeline #data-science #machine-learning

• Fast dimensional analysis for root cause analysis at scale

  (engineering.fb.com)

  #dev-tools #machine-learning #distributed-systems #research

• Credit Card Fraud Detection using Self Organizing FeatureMaps

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms #statistics

• Implementing a batch size finder in Fastai : how to get a 4x speedup with better generalization !

  (towardsdatascience.com)

  #AI #machine-learning #performance

• Identifying gaps in OpenStreetMap coverage through machine learning

  (towardsdatascience.com)

  #machine-learning #visualisation #GeoData #maps

• Using AI to Automate Web Crawling

  (www.semantics3.com)

  #AI #automation #machine-learning #scraping #web

• Interpretability in ML: Identifying anomalies, influencers, and root causes

  (www.elastic.co)

  #data-science #machine-learning #analytics #big-data

• Computing Receptive Fields of Convolutional Neural Networks

  (distill.pub)

  #data-science #machine-learning #neural-net #research

• Tuning Neural Networks

  (towardsdatascience.com)

  #data-science #AI #machine-learning #neural-net

• The Concept behind Word Suggestion

  (towardsdatascience.com)

  #machine-learning #NLP #text-analysis

• Modeling Uplift Directly: Uplift Decision Tree with KL Divergence and Euclidean Distance as Splitting Criteria

  (tech.wayfair.com)

  #data-science #machine-learning #algorithms #math

• Animating gAnime with StyleGAN: Part 1

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #neural-net

• Guide to File Formats for Machine Learning: Columnar, Training, Inferencing, and the Feature Store

  (towardsdatascience.com)

  #machine-learning #big-data #data-engineering

• MOUSE Movement modelling to predict online Fraud

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms

• Using Grab’s Trust Counter Service to Detect Fraud Successfully

  (engineering.grab.com)

  #data-pipeline #software-architecture #machine-learning #analytics

• The notebook anti-pattern

  (towardsdatascience.com)

  #software-engineering #machine-learning #practices

• Say Hello to Asynchronous Search for PySpark

  (towardsdatascience.com)

  #machine-learning #scaling #python #async

• UNet Line by Line Explanation

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• ML Platform Meetup: Infra for Contextual Bandits and Reinforcement Learning

  (medium.com)

  #data-science #machine-learning #data-engineering

• Attention for time series classification and forecasting

  (towardsdatascience.com)

  #data-science #machine-learning #analytics #time-series

• How The New York Times is Experimenting with Recommendation Algorithms

  (open.nytimes.com)

  #data-science #machine-learning #algorithms #practices

• Video Architecture Search

  (ai.googleblog.com)

  #machine-learning #research #media #video-processing

• The Kindness Reminder

  (engblog.nextdoor.com)

  #software-design #machine-learning #NLP #text-analysis

• Recognizing Depth in Autonomous Driving

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing

• Evolving Michelangelo Model Representation for Flexibility at Scale

  (eng.uber.com)

  #data-science #machine-learning #scaling #data-engineering

• Categorical Embedding and Transfer Learning

  (towardsdatascience.com)

  #data-science #AI #machine-learning

• Understanding Fixup initialization

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Exploring Massively Multilingual, Massive Neural Machine Translation

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Discovering Popular Dishes with Deep Learning

  (engineeringblog.yelp.com)

  #machine-learning #algorithms #NLP #text-analysis

• ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots

  (ai.googleblog.com)

  #AI #machine-learning #research #robotics

• Federated Learning

  (towardsdatascience.com)

  #data-science #machine-learning #security #privacy

• The end to all blurry pictures

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #neural-net

• Improving Quantum Computation with Classical Machine Learning

  (ai.googleblog.com)

  #machine-learning #research #quantum-computing #cs-theory

• Lessons for Improving Training Performance — Part 1

  (hackernoon.com)

  #data-science #machine-learning #performance

• Using machine learning to predict what file you need next, Part 2

  (blogs.dropbox.com)

  #data-science #software-engineering #software-architecture #machine-learning

• Automating Weak Supervision

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #research

• Inference Attacks against Machine Learning models

  (towardsdatascience.com)

  #data-science #machine-learning

• Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model

  (ai.googleblog.com)

  #AI #machine-learning #audio-processing #research

• The Paths Perspective on Value Learning

  (distill.pub)

  #data-science #machine-learning #visualisation #research

• Presentation: A Look at the Methods to Detect and Try to Remove Bias in Machine Learning Models

  (www.infoq.com)

  #software-engineering #machine-learning #practices

• Face recognition and OCR processing of 300 million records from US yearbooks

  (medium.com)

  #AI #machine-learning #image-processing

• Machine learning and analytics for time series data

  (www.oreilly.com)

  #machine-learning #analytics #time-series

• DeepLabv3: Semantic Image Segmentation

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #image-processing

• Productionizing Machine Learning: From Deployment to Drift Detection

  (databricks.com)

  #software-engineering #machine-learning #production

• An Inside Look at Flood Forecasting

  (ai.googleblog.com)

  #data-science #machine-learning #GeoData #research

• Introducing Hypothesis GU Funcs, an Open Source Python Package for Unit Testing

  (eng.uber.com)

  #data-science #testing #machine-learning #python

• Project Ihmehimmeli: Temporal Coding in Spiking Neural Networks

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Making long-term forecasts at Lyft

  (eng.lyft.com)

  #data-science #machine-learning #analytics #visualisation

• Learning Cross-Modal Temporal Representations from Unlabeled Videos

  (ai.googleblog.com)

  #machine-learning #NLP #research #video-processing

• RecoTour II: neural recommendation algorithms

  (towardsdatascience.com)

  #machine-learning #algorithms #neural-net

• Three Approaches to Scaling Machine Learning with Uber Seattle Engineering

  (eng.uber.com)

  #software-engineering #machine-learning #scaling #production

• Machine Learning Powered Content Moderation: Computer Vision Applications at Expedia

  (towardsdatascience.com)

  #data-pipeline #AI #machine-learning #image-processing

• Doing Multivariate Time Series Forecasting with Recurrent Neural Networks

  (databricks.com)

  #machine-learning #analytics #time-series #neural-net

• Generate Natural Sounding Speech from Text in Real-Time

  (devblogs.nvidia.com)

  #AI #machine-learning #GPU #audio-processing

• Machine Learning For Front-End Developers With Tensorflow.js

  (www.smashingmagazine.com)

  #javascript #machine-learning #tensor-flow #frontend

• Assessing the Quality of Long-Form Synthesized Speech

  (ai.googleblog.com)

  #QA #machine-learning #audio-processing #research

• Introducing Harmonia: Context-Aware Product Recommendation From Room Images

  (tech.wayfair.com)

  #data-science #machine-learning #image-processing #research

• Introducing LCA: Loss Change Allocation for Neural Network Training

  (eng.uber.com)

  #machine-learning #algorithms #neural-net #math

• PinText: A Multitask Text Embedding System in Pinterest

  (medium.com)

  #data-science #machine-learning #NLP #big-data

• Presentation: Metrics-driven Machine Learning Development at Salesforce Einstein

  (www.infoq.com)

  #data-pipeline #software-engineering #machine-learning #scaling #production

• Transfer Learning - from the ground up

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #NLP #research

• Presentation: 7 Steps to Design, Build, and Scale an AI Product

  (www.infoq.com)

  #data-science #software-engineering #AI #machine-learning

• Transfer Learning from RGB to Multi-band Imagery

  (www.azavea.com)

  #machine-learning #image-processing #neural-net #research

• How graph algorithms improve machine learning

  (www.oreilly.com)

  #machine-learning #algorithms #graph-processing

• Giving Lens New Reading Capabilities in Google Go

  (ai.googleblog.com)

  #machine-learning #image-processing #mobile #NLP #research

• Presentation: Automating Machine Learning and Deep Learning Workflows

  (www.infoq.com)

  #deep-learning #software-engineering #machine-learning #kubernetes

• Accelerate with BERT: NLP Optimization Models

  (www.toptal.com)

  #data-science #machine-learning #NLP

• Exploring Weight Agnostic Neural Networks

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Two approaches for data validation in ML production

  (blog.fastforwardlabs.com)

  #data-science #software-engineering #machine-learning #practices #production

• Bi-Tempered Logistic Loss for Training Neural Nets with Noisy Data

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• CNN Architectures, a Deep-dive

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Building a universal search system for Pinterest

  (medium.com)

  #data-science #machine-learning #image-processing #search

• Advanced Topics in Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #research

• Presentation: Getting Started in Deep Learning with TensorFlow 2.0

  (www.infoq.com)

  #deep-learning #data-science #machine-learning #tensor-flow

• On-Device, Real-Time Hand Tracking with MediaPipe

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research #CV

• Turbo, An Improved Rainbow Colormap for Visualization

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing #visualisation #research

• Dynamic Speed Optimization

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms #optimisation

• Autonomous Driving: Intro into SLAM

  (towardsdatascience.com)

  #AI #machine-learning #sensors #robotics

• Reverse Image Search with Machine Learning

  (techblog.commercetools.com)

  #machine-learning #image-processing #search #neural-net

• Presentation: Hands-on Feature Engineering for Natural Language Processing

  (www.infoq.com)

  #data-science #machine-learning #NLP #text-analysis

• Joint Speech Recognition and Speaker Diarization via Sequence Transduction

  (ai.googleblog.com)

  #AI #machine-learning #NLP #audio-processing #research

• Article: Fraud Detection using Random Forest, Neural Autoencoder, and Isolation Forest techniques

  (www.infoq.com)

  #data-science #AI #machine-learning #neural-net

• Project Euphonia’s Personalized Speech Recognition for Non-Standard Speech

  (ai.googleblog.com)

  #data-science #machine-learning #audio-processing #research

• Mapping roads through deep learning and weakly supervised training

  (ai.facebook.com)

  #machine-learning #image-processing #GeoData #research #maps

• Real-Time Natural Language Understanding with BERT Using TensorRT

  (devblogs.nvidia.com)

  #machine-learning #performance #hardware #NLP #GPU

• The Intuition Behind Facial Detection: The Viola-Jones Algorithm

  (towardsdatascience.com)

  #machine-learning #image-processing #python #CV

• Unifying visual embeddings for visual search at Pinterest

  (medium.com)

  #machine-learning #image-processing #search #big-data #research

• Article: Privacy Attacks on Machine Learning Models

  (www.infoq.com)

  #data-science #machine-learning #security #research #privacy

• EfficientNet-EdgeTPU: Creating Accelerator-Optimized Neural Networks with AutoML

  (ai.googleblog.com)

  #machine-learning #performance #neural-net #research

• Solving Real Problems with Voice Recognition, Machine Learning, and CI/CD

  (semaphoreci.com)

  #devops #machine-learning #CI-CD #cloud

• An Interactive, Automated 3D Reconstruction of a Fly Brain

  (ai.googleblog.com)

  #AI #machine-learning #neural-net #biotech

• Code as Craft: Understand the role of Style in e-commerce shopping

  (codeascraft.com)

  #data-science #machine-learning #image-processing #big-data

• Using Noisy Labels to Train Deep Learning Models on Satellite Imagery

  (www.azavea.com)

  #machine-learning #image-processing #GeoData #maps

• A Comprehensive Guide to Correlational Neural Network with Keras

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #neural-net

• Advances in Spam Detection on Tumblr

  (engineering.tumblr.com)

  #data-science #machine-learning #data-engineering

• Real-time Recommendation System: Rolling Feature Matrix

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms

• Understanding Pins through keyword extraction

  (medium.com)

  #data-science #software-engineering #machine-learning #NLP

• Illustrated: 10 CNN Architectures

  (towardsdatascience.com)

  #AI #machine-learning #neural-net #visualisation

• Image Panorama Stitching with OpenCV

  (towardsdatascience.com)

  #machine-learning #image-processing #algorithms #python

• Fairness, Privacy, and Transparency by Design in AI/ML Systems

  (engineering.linkedin.com)

  #AI #machine-learning #privacy

• Moving from Data-Driven to AI-Driven: The Next Step in the Evolution of Business Workflows

  (multithreaded.stitchfix.com)

  #data-science #AI #machine-learning #big-data

• ThisEmoteDoesNotExist: Training a GAN for Twitch Emotes

  (blog.twitch.tv)

  #AI #machine-learning #neural-net #image-generation

• Major trends in NLP: a review of 20 years of ACL research

  (towardsdatascience.com)

  #deep-learning #machine-learning #NLP #research

• Mapping roads through deep learning and weakly supervised training

  (ai.facebook.com)

  #AI #machine-learning #image-processing #GeoData #maps

• Reproducible model training: deep dive

  (towardsdatascience.com)

  #data-science #software-engineering #machine-learning

• Introducing EvoGrad: A Lightweight Library for Gradient-Based Evolution

  (eng.uber.com)

  #data-science #AI #machine-learning #research

• Building SMILY, a Human-Centric, Similar-Image Search Tool for Pathology

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing #search #biotech

• Parrotron: New Research into Improving Verbal Communication for People with Speech Impairments

  (ai.googleblog.com)

  #data-science #AI #machine-learning #algorithms #research

• Give Me Jeans not Shoes: How BERT Helps Us Deliver What Clients Want

  (multithreaded.stitchfix.com)

  #data-science #machine-learning #analytics #big-data

• Random Forests for Store Forecasting at Walmart Scale

  (medium.com)

  #data-science #machine-learning #scaling #GPU

• Presentation: Learning from Machines

  (www.infoq.com)

  #AI #machine-learning #research #biotech

• Introduction to Federated Learning and Privacy Preservation

  (towardsdatascience.com)

  #data-science #software-architecture #machine-learning #privacy

• Presentation: DeepRacer and DeepLens, Machine Learning for Fun! (and Profit?)

  (www.infoq.com)

  #deep-learning #data-science #machine-learning

• Recent Advances in Modern Computer Vision

  (towardsdatascience.com)

  #machine-learning #image-processing #algorithms #research

• Self Attention and Transformers

  (towardsdatascience.com)

  #deep-learning #data-science #AI #machine-learning

• Facebook, Carnegie Mellon build first AI that beats pros in 6-player poker

  (ai.facebook.com)

  #data-science #AI #machine-learning #research

• Presentation: Reinforcement Learning: A Gentle Introduction with a Real Application

  (www.infoq.com)

  #data-science #machine-learning #big-data

• Taking Snorkel for a spin

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #algorithms

• Presentation: Policing the Capital Markets with ML

  (www.infoq.com)

  #data-science #machine-learning #analytics #fintech

• Presentation: Document Digitization: Rethinking OCR with Machine Learning

  (www.infoq.com)

  #deep-learning #machine-learning #image-processing #neural-net

• Presentation: On a Deep Journey Towards Five Nines

  (www.infoq.com)

  #infra #machine-learning #scaling #analytics

• This New Google Technique Help Us Understand How Neural Networks are Thinking

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Anomaly detection using Isolation forest

  (lambda.grofers.com)

  #data-science #machine-learning #algorithms

• Catwalk: Serving Machine Learning Models at Scale

  (engineering.grab.com)

  #data-pipeline #software-architecture #machine-learning #scaling #backend

• Deep Domain Adaptation In Computer Vision

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #neural-net

• Presentation: Comparing Machine Learning Strategies using Scikit-learn and TensorFlow

  (www.infoq.com)

  #data-science #machine-learning #algorithms #python

• Predicting Bus Delays with Machine Learning

  (ai.googleblog.com)

  #data-science #machine-learning #GeoData #research #maps

• Neural Network Optimization

  (towardsdatascience.com)

  #deep-learning #data-science #AI #machine-learning

• Bias Variance Decompositions using XGBoost

  (devblogs.nvidia.com)

  #machine-learning #performance #GPU #math

• Community-Focused Feed Optimization

  (engineering.linkedin.com)

  #data-science #software-architecture #machine-learning #analytics #data-engineering

• Innovations in Graph Representation Learning

  (ai.googleblog.com)

  #machine-learning #algorithms #graph-processing #research

• Gaining Insights in a Simulated Marketplace with Machine Learning at Uber

  (eng.uber.com)

  #data-science #machine-learning #analytics #big-data

• Neural Code Search: ML-based code search using natural language queries

  (ai.facebook.com)

  #dev-tools #machine-learning #NLP #text-analysis #parsing

• Off-Policy Classification - A New Reinforcement Learning Model Selection Method

  (ai.googleblog.com)

  #data-science #AI #machine-learning #image-processing #research

• Algorithmic Solutions to Algorithmic Bias: A Technical Guide

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms

• Presentation: Scaling Deep Learning to Petaflops and Beyond!

  (www.infoq.com)

  #machine-learning #performance #big-data #neural-net

• Combating Adversarial Attacks with a Barrage of Random Transforms (BaRT)

  (devblogs.nvidia.com)

  #data-science #AI #machine-learning #neural-net

• Putting Machine Learning Models into Production

  (blog.cloudera.com)

  #data-science #machine-learning #big-data #production #data-engineering

• A review of BERT based models

  (towardsdatascience.com)

  #data-science #machine-learning #NLP #text-analysis #research

• Introducing Complete the Look: a scene-based complementary recommendation system

  (medium.com)

  #deep-learning #machine-learning #image-processing

• Creating the “Superclass”: Improving object detection at Wayfair via product class clustering

  (tech.wayfair.com)

  #data-science #machine-learning #image-processing #statistics

• Presentation: Machine Learning Engineering - A New Yet Not so New Paradigm

  (www.infoq.com)

  #software-engineering #machine-learning #practices #data-engineering

• Open-ended Text Generation

  (blog.fastforwardlabs.com)

  #AI #machine-learning #NLP #text-analysis

• Rise of the Low-Code ML toolboxes

  (blog.fastforwardlabs.com)

  #dev-tools #data-science #AI #machine-learning

• Presentation: Petastorm: A Light-Weight Approach to Building ML Pipelines

  (www.infoq.com)

  #data-pipeline #machine-learning #big-data #data-engineering

• Presentation: Applying Deep Learning to Airbnb Search

  (www.infoq.com)

  #deep-learning #data-science #machine-learning #search #big-data

• How the Amazon Go Store Works: A Deep Dive

  (towardsdatascience.com)

  #software-design #AI #machine-learning #image-processing

• Introducing Google Research Football: A Novel Reinforcement Learning Environment

  (ai.googleblog.com)

  #data-science #AI #machine-learning #research

• Modeling the Unseen

  (tech.instacart.com)

  #data-science #machine-learning #analytics #big-data

• Power On: Accelerating Uber’s Self-Driving Vehicle Development with Data

  (eng.uber.com)

  #data-science #machine-learning #visualisation #GeoData

• Speech Emotion Recognition with Convolution Neural Network

  (towardsdatascience.com)

  #signal-processing #machine-learning #NLP #neural-net #audio-processing

• Presentation: Practical NLP for the Real World

  (www.infoq.com)

  #software-engineering #machine-learning #NLP #practices

• Reinforcement Learning — Multi-Arm Bandit Implementation

  (towardsdatascience.com)

  #data-science #AI #machine-learning

• EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Presentation: Instrumentation, Observability & Monitoring of Machine Learning Models

  (www.infoq.com)

  #monitoring #infra #devops #machine-learning

• Presentation: Michelangelo Palette: A Feature Engineering Platform at Uber

  (www.infoq.com)

  #data-science #machine-learning #distributed-systems #data-engineering

• Intelligent computing in Snowflake

  (towardsdatascience.com)

  #machine-learning #DBMS #neural-net #data-engineering

• Presentation: Privacy: The Last Stand for Fair Algorithms

  (www.infoq.com)

  #data-science #machine-learning #privacy

• Presentation: Massive Scale Anomaly Detection Framework

  (www.infoq.com)

  #data-science #machine-learning #big-data #statistics

• Function Approximation in Reinforcement Learning

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #math

• Meta-Learners - learning how to learn

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #research

• Core Modeling at Instagram

  (instagram-engineering.com)

  #data-science #software-engineering #machine-learning #practices

• HierTCN: Deep learning models for dynamic recommendations and inferring user interests

  (medium.com)

  #data-science #machine-learning #image-processing #search

• Accelerating Machine Learning with the Feature Store Service

  (technology.condenast.com)

  #data-science #machine-learning #big-data #data-engineering

• The Inherent Insecurity in Neural Networks and Machine Learning Based Applications

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #neural-net

• The state of 3D object detection

  (towardsdatascience.com)

  #machine-learning #image-processing #algorithms #neural-net #research

• Presentation: How to Prevent Catastrophic Failure in Production ML Systems

  (www.infoq.com)

  #data-science #software-engineering #AI #machine-learning

• Evolving Deep Neural Networks

  (towardsdatascience.com)

  #deep-learning #data-science #AI #machine-learning

• Presentation: Productionizing H2O Models with Apache Spark

  (www.infoq.com)

  #data-pipeline #data-science #software-engineering #machine-learning #apache-spark

• An Intuitive Understanding to Neural Style Transfer

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net #image-generation

• Building a Multi-label Text Classifier using BERT and TensorFlow

  (towardsdatascience.com)

  #machine-learning #NLP #tensor-flow #text-analysis

• How WaveNet Works

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning

• Visualizing Active Learning

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #visualisation

• Introducing RoSE: Wayfair’s Room Style Estimator

  (tech.wayfair.com)

  #data-science #machine-learning #image-processing #search

• Predicting Stack Overflow Tags with Google’s Cloud AI

  (stackoverflow.blog)

  #software-design #machine-learning #NLP #cloud

• Need for Feature Engineering in Machine Learning

  (towardsdatascience.com)

  #data-science #machine-learning #analytics #visualisation

• Accuracy vs Interpretability paradox

  (medium.com)

  #data-science #machine-learning #analytics

• Hybrid Search: Building a textual and visual discovery experience at Pinterest

  (medium.com)

  #machine-learning #image-processing #search #big-data

• Analyzing different types of activation functions in neural networks — which one to prefer?

  (towardsdatascience.com)

  #machine-learning #neural-net #math

• Deep Learning for Single Cell Biology

  (towardsdatascience.com)

  #deep-learning #machine-learning #big-data #biotech

• Markov Chains and HMMs

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms #math

• Using machine learning to predict what file you need next

  (blogs.dropbox.com)

  #data-science #software-engineering #software-design #machine-learning

• How Natural Language Processing Helps LinkedIn Members Get Support Easily

  (engineering.linkedin.com)

  #data-pipeline #software-architecture #machine-learning #NLP

• Meaning Representation and SRL​: assuming there is some meaning

  (towardsdatascience.com)

  #data-science #machine-learning #NLP #text-analysis

• Zilic: Detect any disease with machine learning

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning #image-processing #biotech

• Presentation: Test-driven Machine Learning

  (www.infoq.com)

  #data-science #testing #machine-learning

• Query Segmentation and Spelling Correction

  (towardsdatascience.com)

  #data-science #machine-learning #NLP #text-analysis

• Under The Hood: Learning With Documents

  (engineering.linkedin.com)

  #data-science #software-engineering #software-architecture #machine-learning

• Evaluating the Unsupervised Learning of Disentangled Representations

  (ai.googleblog.com)

  #data-science #machine-learning #big-data #research

• SpecAugment: A New Data Augmentation Method for Automatic Speech Recognition

  (ai.googleblog.com)

  #data-science #machine-learning #audio-processing #research

• The AI Behind LinkedIn Recruiter Search and Recommendation Systems

  (engineering.linkedin.com)

  #software-engineering #AI #software-architecture #machine-learning

• What is Geometric Deep Learning?

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning #research

• Presentation: Data Science for Lazy People, Automated Machine Learning

  (www.infoq.com)

  #data-science #AI #machine-learning

• Improving scene understanding through panoptic segmentation

  (code.fb.com)

  #machine-learning #image-processing #neural-net #research

• A Radiologist’s Exploration of the Stanford ML Group’s MRNet data

  (towardsdatascience.com)

  #data-science #machine-learning #image-processing #biotech

• Word2vec Made Easy

  (towardsdatascience.com)

  #data-science #machine-learning #NLP #text-analysis

• Retinal Damage Detection

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net #biotech

• Paper Summary. Stiffness: A New Perspective on Generalization in Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #research

• How We Detect Anomalies in Our Product Recommendations Metrics

  (tech.wayfair.com)

  #data-science #software-architecture #machine-learning #data-analytics

• Introducing Conveiro, an open source library for visualizing convolutional neural networks

  (tech.showmax.com)

  #data-science #machine-learning #neural-net #visualisation

• Using Reinforcement Learning to Design a Better Rocket Engine

  (blog.insightdatascience.com)

  #machine-learning #data-analytics #research

• Teaching machines to triage Firefox bugs

  (hacks.mozilla.org)

  #software-engineering #QA #machine-learning #practices

• Open Questions about Generative Adversarial Networks

  (distill.pub)

  #machine-learning #neural-net #visualisation #research

• Avro2TF: An Open Source Feature Transformation Engine for TensorFlow

  (engineering.linkedin.com)

  #deep-learning #dev-tools #machine-learning #tensor-flow

• An Invitation to Active Learning

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #statistics

• A Guide to Learning with Limited Labeled Data

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #visualisation

• Building efficient data pipelines using TensorFlow

  (towardsdatascience.com)

  #data-pipeline #machine-learning #performance #tensor-flow

• Presentation: Fairness, Transparency, and Privacy in AI @LinkedIn

  (www.infoq.com)

  #data-science #AI #machine-learning #big-data

• Building Pin cohesion

  (medium.com)

  #data-pipeline #machine-learning #image-processing #search #tensor-flow

• AutoML for Data Augmentation

  (blog.insightdatascience.com)

  #deep-learning #data-science #machine-learning

• Illustrated: Efficient Neural Architecture Search

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #visualisation #research

• Unifying Physics and Deep Learning with TossingBot

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #research #robotics

• Presentation: Michelangelo - Machine Learning @Uber

  (www.infoq.com)

  #data-pipeline #data-science #machine-learning #data-engineering

• PinSage: How Pinterest improved their recommendation system?

  (towardsdatascience.com)

  #data-science #machine-learning #math #recommender

• Visualizing memorization in RNNs

  (distill.pub)

  #data-science #machine-learning #neural-net #visualisation #research

• Simulated Policy Learning in Video Models

  (ai.googleblog.com)

  #data-science #AI #machine-learning #research

• Reducing the Need for Labeled Data in Generative Adversarial Networks

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Presentation: Would You Have Clicked on What We Would Have Recommended?

  (www.infoq.com)

  #machine-learning #big-data #AB-Testing #recommender

• Utilising CNNs to transform your model into a budding artist

  (becominghuman.ai)

  #machine-learning #image-processing #neural-net

• Tackling Bias in Machine Learning

  (blog.insightdatascience.com)

  #data-science #machine-learning #big-data

• Accessible Machine Learning through Data Workflow Management

  (eng.uber.com)

  #dev-tools #machine-learning #practices

• Running Mobilenet on STM32 MCUs at the edge

  (towardsdatascience.com)

  #AI #machine-learning #IoT #embedded

• State-of-the-art Multilingual Lemmatization

  (towardsdatascience.com)

  #data-science #machine-learning #NLP

• An Introduction to Meta-Learning

  (medium.com)

  #deep-learning #data-science #machine-learning

• Harnessing Organizational Knowledge for Machine Learning

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Machine Learning In The Browser

  (blog.fastforwardlabs.com)

  #machine-learning #tensor-flow #browsers #frontend

• Connectivity Patterns in Deep Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #research

• RNN-Based Handwriting Recognition in Gboard

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• Real-Time AR Self-Expression with Machine Learning

  (ai.googleblog.com)

  #AI #machine-learning #image-processing #real-time #AR

• Using Machine Learning to Ensure the Capacity Safety of Individual Microservices

  (eng.uber.com)

  #infra #devops #machine-learning #SRE

• Productionizing ML with workflows at Twitter

  (blog.twitter.com)

  #software-engineering #software-architecture #machine-learning #big-data #production

• Learning to Plan with Value Iteration Networks

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms #neural-net

• Introducing GPipe, an Open Source Library for Efficiently Training Large-scale Neural Network Models

  (ai.googleblog.com)

  #data-science #machine-learning #python #research

• How Netflix Uses AI and Machine Learning

  (becominghuman.ai)

  #machine-learning #scaling #big-data

• AutoML for predictive modeling

  (tech.showmax.com)

  #dev-tools #data-science #machine-learning

• Introducing Meta Reward Learning

  (towardsdatascience.com)

  #data-science #machine-learning #research

• Presentation: Creating Robust Interpretable NLP Systems with Attention

  (www.infoq.com)

  #AI #machine-learning #NLP #text-analysis

• Learning to Generalize from Sparse and Underspecified Rewards

  (ai.googleblog.com)

  #data-science #AI #machine-learning #research

• Introducing Image Search & Price Suggestions

  (medium.com)

  #data-science #machine-learning #search

• AI & Architecture

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #CV

• Stop the Bots: Practical Lessons in Machine Learning

  (blog.cloudflare.com)

  #machine-learning #security #bots

• Real-time Finger Detection

  (becominghuman.ai)

  #deep-learning #machine-learning #image-processing #CV

• AI Safety Needs Social Scientists

  (distill.pub)

  #AI #machine-learning #research

• Hand Keypoints Detection

  (towardsdatascience.com)

  #machine-learning #image-processing #algorithms #python

• A Hitchhiker’s Guide to Mixture Density Networks

  (towardsdatascience.com)

  #AI #machine-learning #math #probability

• Complementary Item Recommendations at eBay Scale

  (www.ebayinc.com)

  #data-pipeline #software-architecture #machine-learning #big-data

• Deep Compression: Optimization Techniques for Inference & Efficiency

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning

• Inference using EM algorithm

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms #math

• XLM — Enhancing BERT for Cross-lingual Language Model

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #NLP

• Learning Hiring Preferences: The AI Behind LinkedIn Jobs

  (engineering.linkedin.com)

  #machine-learning #NLP #big-data #text-analysis

• Introduction to Augmented Random Search.

  (towardsdatascience.com)

  #data-science #machine-learning #search #math

• Machine Learning for Detecting Code Bugs

  (towardsdatascience.com)

  #dev-tools #data-science #QA #machine-learning

• Introducing Ludwig, a Code-Free Deep Learning Toolbox

  (eng.uber.com)

  #deep-learning #data-science #machine-learning

• Why Financial Planning is Exciting… At Least for a Data Scientist

  (eng.uber.com)

  #data-science #machine-learning #data-analytics

• Using NLP to build a search & discovery app for Regulators

  (towardsdatascience.com)

  #machine-learning #NLP #text-analysis

• Automating Shop The Look on Pinterest

  (medium.com)

  #machine-learning #image-processing #search #CV

• Should You Design Natural Language First APIs?

  (nordicapis.com)

  #software-design #machine-learning #API #NLP

• Real-time Continuous Transcription with Live Transcribe

  (ai.googleblog.com)

  #AI #machine-learning #NLP #text-analysis

• Cross-lingual pretraining sets new state of the art for natural language understanding

  (code.fb.com)

  #data-science #machine-learning #NLP #research

• Machine Learning-Powered Search Ranking of Airbnb Experiences

  (medium.com)

  #data-science #machine-learning #search #analytics

• Exploring the Relationship Between Quantum Computers and Machine Learning

  (www.infoq.com)

  #machine-learning #research #quantum-computing

• Massively Scale Your Deep Learning Training with NCCL 2.4

  (devblogs.nvidia.com)

  #deep-learning #machine-learning #GPU #parallel-computing

• Teaching AI to learn speech the way children do

  (code.fb.com)

  #data-science #AI #machine-learning #NLP #research

• Using OpenStreetMap tiles for Machine Learning

  (towardsdatascience.com)

  #machine-learning #image-processing #maps

• Formatting. With Style.

  (blog.sourced.tech)

  #dev-tools #software-design #machine-learning #compilers

• Contextualizing Airbnb by Building Knowledge Graph

  (medium.com)

  #data-science #machine-learning #NLP #big-data #graph

• Transformer-XL: Unleashing the Potential of Attention Models

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net #research

• How Uber Leverages Applied Behavioral Science at Scale

  (eng.uber.com)

  #data-science #AI #machine-learning #research

• Bias-Variance for Deep Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym

  (www.digitalocean.com)

  #deep-learning #AI #machine-learning

• How Shopify Uses Recommender Systems to Empower Entrepreneurs

  (engineering.shopify.com)

  #data-science #machine-learning #recommender

• Interactive Visual Search

  (www.ebayinc.com)

  #machine-learning #image-processing #algorithms #search #big-data

• Introducing Feast

  (towardsdatascience.com)

  #data-science #machine-learning #DBMS #big-data

• One Shot Learning with Siamese Networks using Keras

  (towardsdatascience.com)

  #deep-learning #machine-learning #neural-net #keras

• Expanding the Application of Deep Learning to Electronic Health Records

  (ai.googleblog.com)

  #deep-learning #machine-learning #research #biotech

• Discovering and Classifying In-app Message Intent at Airbnb

  (medium.com)

  #AI #machine-learning #mobile #neural-net

• Presentation: Reasoning About Uncertainty at Scale

  (www.infoq.com)

  #data-science #machine-learning #scaling

• Machine Learning-Powered Search Ranking of Airbnb Experiences

  (medium.com)

  #data-science #machine-learning #search

• An overview of 2018 language models

  (engineering.linecorp.com)

  #machine-learning #NLP #text-analysis #word2vec

• Trends in AI: NeurIPS 2018

  (engineering.linkedin.com)

  #data-science #AI #machine-learning #research

• Interpretable Machine learning : Part I

  (medium.com)

  #data-science #machine-learning #visualisation

• Introduction to Video Classification

  (towardsdatascience.com)

  #machine-learning #classifier #video-processing

• Keeping It Classy: How Quizlet uses hierarchical classification to label content with academic…

  (towardsdatascience.com)

  #software-architecture #infra #machine-learning #big-data

• Zendesk ML Model Building Pipeline on AWS Batch: Monitoring and Load Testing

  (medium.com)

  #data-pipeline #software-architecture #machine-learning #AWS

• Manifold: A Model-Agnostic Visual Debugging Tool for Machine Learning at Uber

  (eng.uber.com)

  #dev-tools #data-science #machine-learning #visualisation

• PHA Family Highlights: Zen and its cousins

  (security.googleblog.com)

  #machine-learning #mobile #security #android

• Q-LocalSearch

  (towardsdatascience.com)

  #data-science #machine-learning #math

• Optimizing Neural Networks — Where to Start?

  (towardsdatascience.com)

  #machine-learning #optimisation #neural-net #keras

• Creating a Zoo of Atari-Playing Agents to Catalyze the Understanding of Deep Reinforcement Learning

  (eng.uber.com)

  #deep-learning #data-science #machine-learning #research

• POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and their Solutions through the Paired Open-Ended Trailblazer

  (eng.uber.com)

  #data-science #AI #machine-learning #research

• Presentation: Designing Automated Pipelines for Unseen Custom Data

  (www.infoq.com)

  #data-pipeline #automation #machine-learning #big-data

• Industrial document classification with Deep Learning

  (blog.octo.com)

  #AI #machine-learning #image-processing #neural-net

• Multitask learning in TensorFlow with the Head API

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing #tensor-flow

• Fine-tuning for Natural Language Processing

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #NLP

• What a text recognition system actually sees

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net

• Scaling Machine Learning Productivity at LinkedIn

  (engineering.linkedin.com)

  #data-science #software-engineering #machine-learning #scaling

• Understanding how IME (Shapley Values) explains predictions

  (towardsdatascience.com)

  #data-science #machine-learning #math

• Understanding High Dimensional Spaces in Machine Learning

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms

• Make your pictures beautiful with a touch of machine learning magic

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #neural-net

• Understanding how LIME explains predictions

  (towardsdatascience.com)

  #data-science #machine-learning #image-processing #algorithms

• Classify Songs Genres From Audio Data

  (towardsdatascience.com)

  #machine-learning #analytics #audio-processing

• Presentation: Nearline Recommendations for Active Communities @LinkedIn

  (www.infoq.com)

  #machine-learning #big-data #graph-processing #recommender

• Introducing Wav2latter++

  (towardsdatascience.com)

  #AI #machine-learning #neural-net #audio-processing

• Nevergrad: An open source tool for derivative-free optimization

  (code.fb.com)

  #data-science #machine-learning #python #math

• Presentation: Human-centric Machine Learning Infrastructure @Netflix

  (www.infoq.com)

  #data-science #infra #machine-learning #HCI

• Beyond “How May I Help you? “

  (medium.com)

  #data-science #machine-learning #NLP #research

• Lessons Learned at Instagram Stories and Feed Machine Learning

  (instagram-engineering.com)

  #data-science #software-engineering #machine-learning

• Open-sourcing PyText for faster NLP development

  (code.fb.com)

  #machine-learning #performance #NLP #python

• Using Economic Graph Data to Power the LinkedIn Salary Product

  (engineering.linkedin.com)

  #machine-learning #NLP #big-data #text-analysis

• Exploring Quantum Neural Networks

  (ai.googleblog.com)

  #machine-learning #neural-net #research #quantum-computing

• CatBoost Enables Fast Gradient Boosting on Decision Trees Using GPUs

  (devblogs.nvidia.com)

  #data-science #machine-learning #algorithms #GPU

• Animated RNN, LSTM and GRU

  (towardsdatascience.com)

  #machine-learning #neural-net #visualisation

• Improving the Effectiveness of Diabetic Retinopathy Models

  (ai.googleblog.com)

  #deep-learning #machine-learning #image-processing #biotech

• Grasp2Vec: Learning Object Representations from Self-Supervised Grasping

  (ai.googleblog.com)

  #deep-learning #AI #machine-learning #image-processing

• Providing Gender-Specific Translations in Google Translate

  (ai.googleblog.com)

  #machine-learning #NLP #neural-net

• Faster Neural Networks Straight from JPEG

  (eng.uber.com)

  #AI #machine-learning #performance #neural-net

• Designing Turbofan Tycoon

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #visualisation #simulation

• Predicting real-time availability of 200 million grocery items in US/Canada stores

  (tech.instacart.com)

  #machine-learning #data-analytics #big-data #real-time

• Explained: GPipe — Training Giant Neural Nets using Pipeline Parallelism

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Presentation: The State of AI Marketing

  (www.infoq.com)

  #AI #machine-learning #data-analytics

• An update on Pixie, Pinterest’s recommendation system

  (medium.com)

  #software-architecture #machine-learning #recommender

• Seven Tips for Visual Search at Scale

  (www.ebayinc.com)

  #machine-learning #image-processing #search #big-data

• How to Get a Better GAN (Almost) for Free: Introducing the Metropolis-Hastings GAN

  (eng.uber.com)

  #data-science #machine-learning #optimisation #neural-net

• Neural Egg Separation: Training ML systems to extract audio/video from noisy/cluttered environments

  (code.fb.com)

  #AI #machine-learning #research #media #video-processing

• Montezuma’s Revenge Solved by Go-Explore, a New Algorithm for Hard-Exploration Problems (Sets Records on Pitfall, Too)

  (eng.uber.com)

  #AI #machine-learning #algorithms #research

• New fastMRI open source AI research tools from Facebook and NYU School of Medicine

  (code.fb.com)

  #AI #machine-learning #big-data #biotech

• Five Not Well-Known Machine Learning Architectures that will Help You Move from Pilot to Production

  (towardsdatascience.com)

  #software-engineering #software-architecture #machine-learning #production

• The Public Git Archive Story

  (blog.sourced.tech)

  #machine-learning #analytics #research #git

• Can Canva use AI to help people design?

  (product.canva.com)

  #AI #machine-learning #image-generation

• Predictive test selection: A more efficient way to ensure reliability of code changes

  (code.fb.com)

  #dev-tools #software-engineering #testing #machine-learning

• Toward a deeper understanding of the way AI agents see things

  (code.fb.com)

  #deep-learning #AI #machine-learning #research

• Interpretable Neural Networks

  (towardsdatascience.com)

  #machine-learning #neural-net #math

• A General Approach for Using 2D Object Detection for Facial ID

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #CV

• Using Apache Kafka to Drive Cutting-Edge Machine Learning

  (www.confluent.io)

  #data-pipeline #software-architecture #machine-learning #backend #systems

• Improved Grading of Prostate Cancer Using Deep Learning

  (ai.googleblog.com)

  #deep-learning #machine-learning #image-processing #classifier

• Combating Potentially Harmful Applications with Machine Learning at Google: Datasets and Models

  (android-developers.googleblog.com)

  #machine-learning #mobile #security #systems

• Presentation: Big Data and Deep Learning: A Tale of Two Systems

  (www.infoq.com)

  #deep-learning #data-science #machine-learning #big-data

• Real-time context based smart type-ahead suggestions

  (medium.com)

  #software-architecture #machine-learning #search #NLP #real-time

• A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning

  (towardsdatascience.com)

  #deep-learning #machine-learning #neural-net

• Doing Machine Learning the Uber Way: Five Lessons From the First Three Years of Michelangelo

  (towardsdatascience.com)

  #data-science #software-engineering #machine-learning #visualisation

• Federated learning: distributed machine learning with data locality and privacy

  (blog.fastforwardlabs.com)

  #software-architecture #machine-learning #distributed-systems #privacy

• Inferring Label Hierarchies with hLDA

  (medium.com)

  #AI #machine-learning #NLP

• Accurate Online Speaker Diarization with Supervised Learning

  (ai.googleblog.com)

  #AI #machine-learning #audio-processing #research

• Your Client Engagement Program Isn't Doing What You Think It Is.

  (multithreaded.stitchfix.com)

  #machine-learning #analytics #personalisation

• BERT Explained: State of the art language model for NLP

  (towardsdatascience.com)

  #data-science #AI #machine-learning #NLP

• How we use AWS Batch at Zendesk to Build All The Machine Learning Models

  (medium.com)

  #software-architecture #infra #machine-learning #AWS

• Empowering personalized marketing with machine learning

  (eng.lyft.com)

  #data-science #machine-learning #analytics #personalisation

• Applying Deep Learning To Airbnb Search

  (medium.com)

  #deep-learning #AI #machine-learning #search

• Zero-shot learning: Using text to more accurately identify images

  (code.fb.com)

  #machine-learning #image-processing #research #CV

• ModaNet: A Large-scale Street Fashion Dataset with Polygon Annotations

  (www.ebayinc.com)

  #machine-learning #image-processing #big-data #neural-net

• Deep (Double) Q-Learning

  (towardsdatascience.com)

  #deep-learning #data-science #AI #machine-learning

• Using AI to help people with visual impairments share images on Facebook

  (research.fb.com)

  #AI #machine-learning #image-processing #research

• Open Sourcing BERT: State-of-the-Art Pre-training for Natural Language Processing

  (ai.googleblog.com)

  #AI #machine-learning #NLP #text-analysis

• Horizon: The first open source reinforcement learning platform for large-scale products and services

  (code.fb.com)

  #data-science #machine-learning #scaling #big-data

• Scaling Machine Learning at Uber with Michelangelo

  (eng.uber.com)

  #data-science #software-architecture #machine-learning #scaling

• Facebook Research at EMNLP

  (research.fb.com)

  #data-science #machine-learning #NLP #research

• How Does This Article Make You Feel?

  (open.nytimes.com)

  #data-science #machine-learning #NLP #text-analysis

• Google at EMNLP 2018

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees

  (ai.googleblog.com)

  #AI #machine-learning #tensor-flow #research

• ATM Fraud Detection with Apache Kafka and KSQL

  (www.confluent.io)

  #data-pipeline #machine-learning #apache-kafka #SQL

• Decoded Entity Embeddings of Categorical Variables in Neural Networks

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #neural-net

• Presentation: Implementing AutoML Techniques at Salesforce Scale

  (www.infoq.com)

  #data-science #machine-learning #scaling

• Acoustic Detection of Humpback Whales Using a Convolutional Neural Network

  (ai.googleblog.com)

  #AI #machine-learning #neural-net #research

• Uber Introduces PyML: Their Secret Weapon for Rapid Machine Learning Development

  (towardsdatascience.com)

  #data-science #machine-learning #big-data #python

• Facebook, NYU expand available languages for natural language understanding systems

  (code.fb.com)

  #AI #machine-learning #NLP #research

• Demystifying Convolutional Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Michelangelo PyML: Introducing Uber’s Platform for Rapid Python ML Model Development

  (eng.uber.com)

  #data-science #AI #machine-learning #NLP

• Curiosity and Procrastination in Reinforcement Learning

  (ai.googleblog.com)

  #AI #machine-learning #neural-net #research

• Learning neural network architectures

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Significantly faster generation and training for AI-based audio systems

  (code.fb.com)

  #machine-learning #neural-net #audio-processing #research

• Siamese Networks and Stuart Weitzman Boots

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #neural-net

• How We Use Machine Learning and Natural Language Processing to Empower Search

  (tech.wayfair.com)

  #data-science #machine-learning #search #NLP

• Vectorization Implementation in Machine Learning

  (towardsdatascience.com)

  #machine-learning #python #math

• Open Sourcing Active Question Reformulation with Reinforcement Learning

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Using LDA to Build a Missing Yelp Feature

  (towardsdatascience.com)

  #data-science #machine-learning #python #maps

• Using machine learning to index text from billions of images

  (blogs.dropbox.com)

  #machine-learning #image-processing #search #big-data

• Paper review: “Learning to Represent Programs with Graphs”

  (blog.sourced.tech)

  #machine-learning #algorithms #graph-processing #parsing

• An Introduction to AI at LinkedIn

  (engineering.linkedin.com)

  #AI #machine-learning #NLP #big-data

• Review: DeconvNet — Unpooling Layer (Semantic Segmentation)

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #research

• Speaker Diarization — The Squad Way

  (hackernoon.com)

  #machine-learning #audio-processing #math

• The 4 Convolutional Neural Network Models That Can Classify Your Fashion Images

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing #neural-net

• Mouse Cursor Control Using Facial Movements — An HCI Application

  (towardsdatascience.com)

  #machine-learning #image-processing #HCI #research

• Review: FCN (Semantic Segmentation)

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net

• Machine Learning for Cybersecurity 101

  (towardsdatascience.com)

  #data-science #machine-learning #security

• Under the hood: Facebook Marketplace powered by artificial intelligence

  (code.fb.com)

  #machine-learning #search #NLP #CV

• Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning

  (towardsdatascience.com)

  #data-science #AI #machine-learning #neural-net

• Why Can a Machine Beat Mario but not Pokemon?

  (towardsdatascience.com)

  #AI #machine-learning #algorithms

• Four Pitfalls of Sentiment Analysis Accuracy

  (www.toptal.com)

  #machine-learning #NLP #text-analysis

• DeepGL on Neo4j

  (towardsdatascience.com)

  #deep-learning #machine-learning #NLP #graphDB

• Improving Driver Communication through One-Click Chat, Uber’s Smart Reply System

  (eng.uber.com)

  #AI #software-architecture #machine-learning #NLP

• Speech Classification Using Neural Networks: The Basics

  (towardsdatascience.com)

  #machine-learning #neural-net #audio-processing

• Presentation: Teaching a Machine to Code

  (www.infoq.com)

  #dev-tools #AI #machine-learning #HCI

• Illustrated Guide to LSTM’s and GRU’s: A step by step explanation

  (towardsdatascience.com)

  #data-science #machine-learning #visualisation

• Semantic Segmentation with Deep Learning: A guide and code

  (towardsdatascience.com)

  #deep-learning #machine-learning #image-processing

• Using Machine Learning to Auto Detect Column Types in Customer Files

  (liveramp.com)

  #data-science #machine-learning #NLP

• Review: Faster R-CNN (Object Detection)

  (towardsdatascience.com)

  #machine-learning #performance #neural-net

• Efficient tuning of online systems using Bayesian optimization

  (research.fb.com)

  #machine-learning #performance #compilers #AB-Testing

• Embeddings@Twitter

  (blog.twitter.com)

  #data-pipeline #machine-learning #NLP

• The What-If Tool: Code-Free Probing of Machine Learning Models

  (ai.googleblog.com)

  #dev-tools #machine-learning #visualisation

• Content-Based Recommender for NYT Articles

  (towardsdatascience.com)

  #machine-learning #NLP #recommender

• Rosetta: Understanding text in images and videos with machine learning

  (code.fb.com)

  #AI #machine-learning #image-processing #research

• Expanding automatic machine translation to more languages

  (code.fb.com)

  #data-science #machine-learning #NLP

• Food Discovery with Uber Eats: Recommending for the Marketplace

  (ubereng.wpengine.com)

  #software-design #machine-learning #algorithms #math

• Scaling neural machine translation to bigger data sets with faster training and inference

  (code.fb.com)

  #data-science #machine-learning #big-data

• How to Generate Images using Autoencoders

  (towardsdatascience.com)

  #machine-learning #neural-net #image-generation

• Forecasting at Uber: An Introduction

  (ubereng.wpengine.com)

  #deep-learning #machine-learning #Probabilistic-programming

• Visual Creation and Exploration at Zalando Research

  (jobs.zalando.com)

  #machine-learning #image-processing #image-generation

• Google Feed Personalization and Recommender Systems

  (getstream.io)

  #machine-learning #API #data-stream

• The Future with Reinforcement Learning

  (towardsdatascience.com)

  #data-science #machine-learning #algorithms

• Presentation: Rethinking HCI with Neural Interfaces @CTRLlabsco

  (www.infoq.com)

  #signal-processing #machine-learning #HCI #hardware

• TensorFlow.js: Machine Learning in the Browser for Image Recognition

  (blog.scottlogic.com)

  #javascript #machine-learning #tensor-flow #frontend

• Scaling Knowledge Access and Retrieval at Airbnb

  (medium.com)

  #AI #machine-learning #NLP

• Recurrent Neural Networks: The Powerhouse of Language Modeling

  (towardsdatascience.com)

  #AI #machine-learning #NLP #neural-net

• Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages

  (code.fb.com)

  #AI #machine-learning #NLP

• Experiences building a newsfeed out of twitter streams

  (hackernoon.com)

  #machine-learning #NLP #classifier

• Introduction to Fuzzy Logic and its Application to Text Summarization

  (becominghuman.ai)

  #AI #machine-learning #NLP

• Introducing a New Framework for Flexible and Reproducible Reinforcement Learning Research

  (ai.googleblog.com)

  #data-science #machine-learning #research

• Generating Music: when simple probabilities outperform neural networks

  (towardsdatascience.com)

  #machine-learning #audio-processing #probability

• Presentation: Engineering Systems for Real-time Predictions @DoorDash

  (www.infoq.com)

  #machine-learning #scaling #real-time

• Building Machine Learning Engineering Tools

  (towardsdatascience.com)

  #dev-tools #data-science #software-engineering #machine-learning

• Perceptron Learning Algorithm: A Graphical Explanation Of Why It Works

  (towardsdatascience.com)

  #machine-learning #neural-net #math

• Presentation: ML Data Pipelines for Real-time Fraud Prevention @PayPal

  (www.infoq.com)

  #data-pipeline #machine-learning #security

• Uncertainty for CTR Prediction: One Model to Clarify Them All

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Schooling Flappy Bird: A Reinforcement Learning Tutorial

  (www.toptal.com)

  #data-science #machine-learning #neural-net

• Airbnb Engineering and Data Science at KDD 2018

  (medium.com)

  #data-science #machine-learning #research

• Facebook and NYU School of Medicine launch research collaboration to improve MRI

  (code.fb.com)

  #AI #machine-learning #biotech

• Facebook Research at KDD 2018

  (research.fb.com)

  #deep-learning #data-science #machine-learning #research

• Machine learning for production optimization

  (towardsdatascience.com)

  #data-science #machine-learning #optimisation

• Introduction to Word Embeddings

  (towardsdatascience.com)

  #data-science #machine-learning #NLP

• Moving Beyond Translation with the Universal Transformer

  (ai.googleblog.com)

  #machine-learning #NLP #neural-net #research

• FEDERATED MACHINE LEARNING

  (towardsdatascience.com)

  #software-architecture #machine-learning #distributed-systems

• The Dawn of Zendesk’s Machine Learning Model Building Platform with AWS Batch

  (medium.com)

  #data-pipeline #software-architecture #infra #machine-learning

• The Machine Learning Behind Android Smart Linkify

  (ai.googleblog.com)

  #machine-learning #NLP #text-analysis #research

• MnasNet: Towards Automating the Design of Mobile Machine Learning Models

  (ai.googleblog.com)

  #data-science #machine-learning #mobile #research

• Progress in machine learning interpretability

  (blog.fastforwardlabs.com)

  #data-science #machine-learning

• New Dynamics for Topic Models

  (blog.fastforwardlabs.com)

  #machine-learning #scaling #research

• What Does A Face Detection Neural Network Look Like?

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net

• Combining LinkedIn’s Content Filtering and Microsoft Cognitive Services to Keep Inappropriate Content Off Our Sites

  (engineering.linkedin.com)

  #machine-learning #image-processing #classifier

• Article: Understanding Software System Behaviour With ML and Time Series Data

  (www.infoq.com)

  #monitoring #machine-learning #time-series #systems

• Machine Learning in Google BigQuery

  (ai.googleblog.com)

  #machine-learning #data-analytics #SQL #cloud

• New Research on Multi-Task Learning

  (blog.fastforwardlabs.com)

  #machine-learning #NLP #text-analysis

• Fingerprinting fraudulent behavior

  (eng.lyft.com)

  #data-science #machine-learning #classifier

• A Look at Android ML Kit - the Machine Learning SDK

  (auth0.com)

  #machine-learning #mobile #android

• Understanding Word Embeddings

  (hackernoon.com)

  #data-science #machine-learning #NLP

• Robust Factorization Machines

  (medium.com)

  #data-science #machine-learning #research

• MLflow: A platform for managing the machine learning lifecycle

  (www.oreilly.com)

  #data-science #software-engineering #machine-learning #production

• How to Approach Machine Learning Problems

  (www.toptal.com)

  #data-science #machine-learning

• What exactly does CNN see?

  (becominghuman.ai)

  #machine-learning #image-processing #neural-net

• Improving Connectomics by an Order of Magnitude

  (ai.googleblog.com)

  #data-science #machine-learning #tensor-flow #biotech

• Understanding model predictions with LIME

  (towardsdatascience.com)

  #data-science #machine-learning #classifier

• How to improve your image classifier with Google's AutoAugment

  (towardsdatascience.com)

  #machine-learning #image-processing #classifier

• Learning to perform linear filtering using natural image data

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net

• Beam Search Decoding in CTC-trained Neural Networks

  (towardsdatascience.com)

  #machine-learning #neural-net

• Gefilter Fish: Finding concise topics from Amazon’s customer reviews

  (blog.insightdatascience.com)

  #data-science #machine-learning #text-analysis

• An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

  (eng.uber.com)

  #data-science #machine-learning #neural-net

• Feature-wise transformations

  (distill.pub)

  #deep-learning #machine-learning #research

• How YouTube Recommends Videos

  (towardsdatascience.com)

  #machine-learning #recommender

• Locality Sensitive Hashing for Similar Item Search

  (towardsdatascience.com)

  #machine-learning #algorithms #search

• FastText: Under the Hood

  (towardsdatascience.com)

  #machine-learning #NLP #big-data #text-analysis

• A Deep Dive into Reinforcement Learning

  (www.toptal.com)

  #data-science #AI #machine-learning

• Information Retrieval and Machine Learning at Wayfair

  (tech.wayfair.com)

  #machine-learning #image-processing #information-retrieval

• Transforming Financial Forecasting with Data Science and Machine Learning at Uber

  (eng.uber.com)

  #data-pipeline #data-science #machine-learning

• Introduction to Model Trees

  (towardsdatascience.com)

  #data-science #AI #machine-learning

• Understanding Latent Style

  (multithreaded.stitchfix.com)

  #data-science #machine-learning #python

• How to use Machine Learning and Quilt to Identify Buildings in Satellite Images

  (blog.insightdatascience.com)

  #machine-learning #image-processing #GeoData #maps

• Dynamic Machine Translation in the LinkedIn Feed

  (engineering.linkedin.com)

  #software-architecture #machine-learning #NLP

• Scalable Deep Reinforcement Learning for Robotic Manipulation

  (ai.googleblog.com)

  #deep-learning #machine-learning #research

• Spiral: Self-tuning services via real-time machine learning

  (code.fb.com)

  #infra #devops #machine-learning #backend

• Self-Supervised Tracking via Video Colorization

  (ai.googleblog.com)

  #AI #machine-learning #research #video-processing

• GUI-fying the Machine Learning Workflow: Towards Rapid Discovery of Viable Pipelines

  (towardsdatascience.com)

  #data-pipeline #infra #machine-learning

• Introduction to Sequence Models — RNN, Bidirectional RNN, LSTM, GRU

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Supercharging Classification - The Value of Multi-task Learning

  (blog.fastforwardlabs.com)

  #AI #machine-learning #classifier

• Neural Machine Translation with Python

  (towardsdatascience.com)

  #machine-learning #NLP #neural-net

• Productionizing ML with Workflows at Twitter

  (blog.twitter.com)

  #data-pipeline #software-architecture #machine-learning #big-data

• An Intuitive Explanation of Connectionist Temporal Classification

  (towardsdatascience.com)

  #machine-learning #neural-net #classifier

• Fantastic Models and how to Train Them

  (towardsdatascience.com)

  #data-science #machine-learning

• Translating music to predict a musician’s body movements

  (research.fb.com)

  #AI #machine-learning #AR #research

• Cats to crazy quilts: Using style transfer to generate adversarial examples

  (hackernoon.com)

  #AI #machine-learning #neural-net #image-generation

• Presentation: Simplifying ML Workflows with Apache Beam

  (www.infoq.com)

  #data-pipeline #machine-learning #big-data

• RNN or Recurrent Neural Network for Noobs

  (hackernoon.com)

  #data-science #machine-learning #neural-net

• Veracity: Models, Methods, and Morals

  (www.forge.ai)

  #software-design #AI #machine-learning

• Turning Fortnite into PUBG with Deep Learning (CycleGAN)

  (towardsdatascience.com)

  #data-science #machine-learning #GAN

• TensorRT 4 Accelerates Neural Machine Translation, Recommenders, and Speech

  (devblogs.nvidia.com)

  #machine-learning #hardware #GPU

• AutoEncoders and Parallel Computing with KernelML

  (towardsdatascience.com)

  #data-science #machine-learning #parallel-computing

• Advanced Technologies for Detecting and Preventing Fraud at Uber

  (eng.uber.com)

  #data-science #machine-learning #classifier

• Twitter meets TensorFlow

  (blog.twitter.com)

  #deep-learning #data-science #machine-learning #tensor-flow

• How Trip Inferences and Machine Learning Optimize Delivery Times on Uber Eats

  (eng.uber.com)

  #machine-learning #algorithms #sensors #GPS

• Presentation: Understanding Software System Behavior With ML and Time Series Data

  (www.infoq.com)

  #software-engineering #machine-learning #time-series

• Taming the Beast: How Scylla Leverages Control Theory to Keep Compactions Under Control

  (www.scylladb.com)

  #machine-learning #distributed-systems #math

• Presentation: Analyzing & Preventing Unconscious Bias in Machine Learning

  (www.infoq.com)

  #data-science #machine-learning

• Travel Time Optimization With Machine Learning And Genetic Algorithm

  (towardsdatascience.com)

  #data-science #machine-learning #optimisation

• Presentation: Models in Minutes not Months: AI as Microservices

  (www.infoq.com)

  #AI #machine-learning #scaling #microservices

• DeepMind’s Amazing Mix & Match RL Technique

  (hackernoon.com)

  #deep-learning #AI #machine-learning #research

• Accelerating Large-Scale Object Detection with TensorRT

  (devblogs.nvidia.com)

  #machine-learning #GPU #tensor-flow

• Reinforcement Learning from scratch

  (blog.insightdatascience.com)

  #data-science #machine-learning

• Lessons learned turning machine learning models into real products and services

  (www.oreilly.com)

  #software-engineering #machine-learning #production

• Introduction to Clinical Natural Language Processing: Predicting Hospital Readmission with…

  (towardsdatascience.com)

  #data-science #machine-learning #NLP

• Bringing Artificial Intelligence to the Edge

  (software.intel.com)

  #machine-learning #hardware #embedded

• Improving Deep Learning Performance with AutoAugment

  (ai.googleblog.com)

  #deep-learning #machine-learning #image-processing

• How To Create Natural Language Semantic Search For Arbitrary Objects With Deep Learning

  (towardsdatascience.com)

  #deep-learning #machine-learning #search #NLP

• Using NLP to Detect Linguistic Cues in Alzheimer's Disease Patients

  (towardsdatascience.com)

  #machine-learning #NLP #research

• Understanding Convolutional Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• How to train Machine Learning models in the cloud using Cloud ML Engine

  (towardsdatascience.com)

  #machine-learning #cloud #GCE

• Facebook researchers use AI to turn whistles into orchestral music, and power other musical “translations”

  (research.fb.com)

  #AI #machine-learning #audio-processing

• Hello tensorflow

  (medium.com)

  #javascript #machine-learning #tensor-flow

• An Introduction to Recurrent Neural Networks

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Coding Neural Network — Dropout

  (towardsdatascience.com)

  #machine-learning #neural-net #math

• Object Detection and Visual Search Improvements

  (tech.wayfair.com)

  #machine-learning #image-processing

• Reinforcement Learning Demystified: Solving MDPs with Dynamic Programming

  (towardsdatascience.com)

  #data-science #machine-learning #math

• Advances in Semantic Textual Similarity

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #research

• Automating Customer Feedback with Machine Learning

  (blog.codeship.com)

  #data-science #machine-learning #NLP

• Smart Compose: Using Neural Networks to Help Write Emails

  (ai.googleblog.com)

  #data-science #machine-learning #NLP #text-analysis

• Hyperparameter Optimization with Keras

  (towardsdatascience.com)

  #data-science #machine-learning #keras

• Differentiable convolution of probability distributions with Tensorflow

  (towardsdatascience.com)

  #machine-learning #optimisation #tensor-flow #probability

• Predicting Ethereum prices with Long Short Term Memory (LSTM)

  (towardsdatascience.com)

  #machine-learning #data-analytics #LSTM

• Automatic Photography with Google Clips

  (ai.googleblog.com)

  #data-science #machine-learning #image-processing

• Custom Loss functions for Deep Learning: Predicting Home Values with Keras for R

  (towardsdatascience.com)

  #data-science #machine-learning #keras #math

• Word2Vec — a baby step in Deep Learning but a giant leap towards Natural Language Processing

  (towardsdatascience.com)

  #machine-learning #NLP #word2vec

• Using Evolutionary AutoML to Discover Neural Network Architectures

  (ai.googleblog.com)

  #data-science #machine-learning #neural-net

• Expressive Speech Synthesis with Tacotron

  (ai.googleblog.com)

  #machine-learning #algorithms #audio-processing

• Custom On-Device ML Models with Learn2Compress

  (ai.googleblog.com)

  #machine-learning #mobile #tensor-flow

• Predict Product Success using NLP models

  (towardsdatascience.com)

  #data-science #machine-learning #NLP

• Facebook’s Field Guide to Machine Learning video series

  (research.fb.com)

  #data-science #machine-learning

• Fast Near-Duplicate Image Search using Locality Sensitive Hashing

  (towardsdatascience.com)

  #data-science #machine-learning #image-processing #algorithms

• Data and the bid to simplify grocery

  (lambda.grofers.com)

  #data-science #machine-learning

• Hyper-parameters in Action! Introducing DeepReplay

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net #internals

• How to build a Gesture Controlled Web based Game using Tensorflow Object Detection Api

  (towardsdatascience.com)

  #machine-learning #tensor-flow #web #game-dev

• Using Videos to Accelerate Machine Learning with NVVL

  (devblogs.nvidia.com)

  #machine-learning #GPU #video-processing

• Detecting licenses in code with Go and ML

  (blog.sourced.tech)

  #machine-learning #GoLang #parsing

• Generating Pixelated Images from Segmentation Masks using Conditional Adversarial Networks with…

  (towardsdatascience.com)

  #machine-learning #neural-net #image-generation #GAN

• Optimal Coupon Targeting for Grocery Items: an Instacart Case Study

  (towardsdatascience.com)

  #data-science #machine-learning

• Toward the Jet Age of machine learning

  (www.oreilly.com)

  #data-science #machine-learning

• Measuring the Intrinsic Dimension of Objective Landscapes

  (eng.uber.com)

  #data-science #AI #machine-learning

• Visual Music & Machine Learning Workshop for Kids

  (becominghuman.ai)

  #machine-learning #edtech

• Designing a face recognition application for people with visual impairments

  (research.fb.com)

  #machine-learning #image-processing #app-design #research

• Accelerating Deep Neuroevolution: Train Atari in Hours on a Single Personal Computer

  (eng.uber.com)

  #AI #machine-learning #neural-net

• DeepVariant Accuracy Improvements for Genetic Datatypes

  (research.googleblog.com)

  #deep-learning #machine-learning #research

• Mediation Modeling at Uber: Understanding Why Product Changes Work (and Don’t Work)

  (eng.uber.com)

  #data-science #software-engineering #machine-learning

• Tensorflow for Manufacturing Quality Control

  (towardsdatascience.com)

  #data-science #machine-learning

• A Comprehensive Design Guide for Image Classification CNNs

  (hackernoon.com)

  #machine-learning #image-processing #neural-net #classifier

• Build a Text Classification Program: An NLP Tutorial

  (www.toptal.com)

  #machine-learning #NLP #keras

• Seeing More with In Silico Labeling of Microscopy Images

  (research.googleblog.com)

  #data-science #machine-learning #image-processing #classifier

• The importance of transparency and user control in machine learning

  (www.oreilly.com)

  #machine-learning #algorithms #social-networks

• Differentiable Plasticity: A New Method for Learning to Learn

  (eng.uber.com)

  #deep-learning #AI #machine-learning

• Picking Trending Topics and Celebrities Using Machine Learning

  (technology.condenast.com)

  #machine-learning #text-analysis

• Hyper-parameters in action!

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning

• Making AI Interpretable with Generative Adversarial Networks

  (medium.com)

  #AI #machine-learning #GAN

• M2M Day 90— How I used Artificial Intelligence to automate Tinder

  (towardsdatascience.com)

  #AI #machine-learning #image-processing #fun

• A Look Behind the AI that Powers LinkedIn’s Feed: Sifting through Billions of Conversations to Create Personalized News Feeds for Hundreds of Millions of Members

  (engineering.linkedin.com)

  #AI #machine-learning #data-analytics #recommender

• Machine Learning Video Analysis: Identifying Fish

  (www.toptal.com)

  #machine-learning #CV #video-processing

• Scaling Machine Learning to Recommend Driving Routes

  (engineering.pivotal.io)

  #data-science #machine-learning #recommender

• Using CD with machine learning models to tackle fraud

  (www.thoughtworks.com)

  #machine-learning #security #classifier

• An overview of image classification networks

  (towardsdatascience.com)

  #machine-learning #image-processing #classifier

• Expressive Speech Synthesis with Tacotron

  (research.googleblog.com)

  #machine-learning #audio-processing #research

• Linear Algebra for Deep Learning

  (towardsdatascience.com)

  #machine-learning #math

• Paper Repro: Deep Neuroevolution

  (towardsdatascience.com)

  #deep-learning #machine-learning #research

• Music by means of natural selection

  (towardsdatascience.com)

  #deep-learning #data-science #machine-learning

• Finding Desirable Items in eBay Search by a Deep Dive into Skipped Items

  (www.ebayinc.com)

  #machine-learning #data-analytics #search

• What’s wrong with spectrograms and CNNs for audio processing?

  (towardsdatascience.com)

  #machine-learning #neural-net #audio-processing

• Using Machine Learning to Improve Streaming Quality at Netflix

  (medium.com)

  #machine-learning #streaming

• Releasing “Supervisely Person” dataset for teaching machines to segment humans

  (hackernoon.com)

  #machine-learning #image-processing #neural-net

• GPU-accelerated Neural Networks in JavaScript

  (towardsdatascience.com)

  #javascript #machine-learning #GPU

• You Are (Probably) Here: Better Map Pins with DBSCAN & Random Forests

  (engineering.foursquare.com)

  #machine-learning #GeoData

• Vehicle Detection and Tracking using Machine Learning and HOG

  (towardsdatascience.com)

  #AI #machine-learning #image-processing

• Cameras as Traffic Cops

  (hackernoon.com)

  #machine-learning #image-processing

• Using Evolutionary AutoML to Discover Neural Network Architectures

  (research.googleblog.com)

  #AI #machine-learning #neural-net #research

• Common Patterns for Analyzing Data

  (towardsdatascience.com)

  #machine-learning #data-analytics #math

• Shape Context descriptor and fast characters recognition

  (towardsdatascience.com)

  #AI #machine-learning #CV

• Behind the Motion Photos Technology in Pixel 2

  (research.googleblog.com)

  #AI #machine-learning #android #video-processing

• Knowledge Graphs for Enhanced Machine Reasoning at Forge.AI

  (www.forge.ai)

  #AI #machine-learning #graph-processing

• Listing Embeddings for Similar Listing Recommendations and Real-time Personalization in Search

  (medium.com)

  #machine-learning #data-analytics #search #personalisation

• Open Sourcing the Hunt for Exoplanets

  (research.googleblog.com)

  #machine-learning #neural-net #research

• Tensor & Flow: Part 1, TensorFlow & Machine Learning on Android

  (hackernoon.com)

  #machine-learning #android #tensor-flow

• The Building Blocks of Interpretability

  (distill.pub)

  #data-science #machine-learning

• Detecting Objects in (almost) Real-time: FasterRCNN Explained with Code

  (towardsdatascience.com)

  #machine-learning #image-processing #python

• Understanding and optimizing GANs (Going back to first principles)

  (towardsdatascience.com)

  #machine-learning #GAN

• Always start with a stupid model, no exceptions.

  (blog.insightdatascience.com)

  #machine-learning #best-practices

• Hierarchical Classification at Forge.AI

  (hackernoon.com)

  #machine-learning #NLP #neural-net

• How to do Real Time Trigger Word Detection with Keras

  (hackernoon.com)

  #machine-learning #audio-processing #keras

• Black-Box Attacks on Perceptual Image Hashes with GANs

  (towardsdatascience.com)

  #data-science #machine-learning #GAN

• Working with Text Data — From Quality to Quantity

  (towardsdatascience.com)

  #machine-learning #text-analysis

• Predicting e-sports winners with Machine Learning

  (blog.insightdatascience.com)

  #AI #machine-learning

• How to build a deep learning model in 15 minutes

  (tech.instacart.com)

  #deep-learning #data-science #machine-learning

• ResNet for Traffic Sign Classification With PyTorch

  (towardsdatascience.com)

  #machine-learning #image-processing #classifier

• Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework

  (medium.com)

  #AI #machine-learning #neural-net #research

• Deep inside: Autoencoders

  (towardsdatascience.com)

  #machine-learning #neural-net

• Under the hood: Suicide prevention tools powered by AI

  (code.facebook.com)

  #deep-learning #machine-learning #big-data #text-analysis

• Neural Voice Cloning with a Few Samples

  (research.baidu.com)

  #deep-learning #machine-learning #audio-processing #research

• Build a recurrent neural network using Apache MXNet

  (www.oreilly.com)

  #machine-learning #neural-net #python

• Build generative models using Apache MXNet

  (www.oreilly.com)

  #machine-learning #python #GAN

• Evolution of Object Detection and Localization Algorithms

  (towardsdatascience.com)

  #machine-learning #image-processing #CV

• Making AR more precise with CoreML

  (www.novoda.com)

  #machine-learning #mobile #app-design #AR

• Graphs as the front end for machine learning

  (www.oreilly.com)

  #machine-learning #graph-processing #podcast

• Unravelling Bayesian Dark Magic: Non-Bayesianist Implementing Bayesian Regression

  (towardsdatascience.com)

  #machine-learning #math #probability

• How neural networks learn distributed representations

  (www.oreilly.com)

  #AI #machine-learning #neural-net

• Automatic feature engineering using deep learning and Bayesian inference

  (towardsdatascience.com)

  #deep-learning #machine-learning #math

• AVA: The Art and Science of Image Discovery at Netflix

  (medium.com)

  #machine-learning #image-processing #CV

• Keeping Related Pins fresh

  (medium.com)

  #machine-learning #recommender

• A Scikit-learn pipeline in Wallaroo

  (blog.wallaroolabs.com)

  #data-pipeline #machine-learning #python

• Fighting Financial Fraud with Targeted Friction

  (medium.com)

  #data-science #machine-learning #classifier #fintech

• Are computers better than doctors ?

  (hackernoon.com)

  #machine-learning #image-processing #biotech

• Graph based recommendation engine for Amazon products

  (towardsdatascience.com)

  #machine-learning #graph-processing #recommender

• Analyzing Climate Patterns with Self-Organizing Maps (SOMs)

  (towardsdatascience.com)

  #data-science #machine-learning #GeoData

• Introducing capsule networks

  (www.oreilly.com)

  #data-science #machine-learning #neural-net

• Getting Started with Reinforcement Q Learning

  (towardsdatascience.com)

  #AI #machine-learning #python

• Learning Artistic Styles from Images

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning

• Deep Functor

  (becominghuman.ai)

  #deep-learning #machine-learning

• Machine learning needs machine teaching

  (www.oreilly.com)

  #data-science #machine-learning #podcast

• How to solve 90% of NLP problems: A step-by-step guide

  (www.oreilly.com)

  #machine-learning #NLP #neural-net

• Pinterest’s Visual Lens: How computer vision explores your taste

  (towardsdatascience.com)

  #data-science #machine-learning #image-processing #CV

• What is wrong with Convolutional neural networks ?

  (towardsdatascience.com)

  #machine-learning #neural-net

• Exploring Supervised Machine Learning Algorithms

  (www.toptal.com)

  #data-science #machine-learning #algorithms

• Using Synthetic Data Modeling to Enhance Machine Learning

  (engineering.salesforce.com)

  #machine-learning #data-analytics #big-data

• Time Series Forecasting with Splunk. Part I. Intro & Kalman Filter.

  (towardsdatascience.com)

  #machine-learning #data-analytics #time-series #big-data

• How to write some Walt Whitman style poetry using Deep Learning

  (hackernoon.com)

  #deep-learning #data-science #machine-learning

• Omphalos, Uber’s Parallel and Language-Extensible Time Series Backtesting Tool

  (eng.uber.com)

  #machine-learning #data-analytics #time-series #big-data

• Finding the Perfect 10: How We Developed the Foursquare Venue Rating System

  (engineering.foursquare.com)

  #machine-learning #NLP #app-design #UX

• Anomaly detection with Apache MXNet

  (www.oreilly.com)

  #data-science #machine-learning #distributed-systems #classifier

• Machine Learning for a Secure, Available, and Performant Infrastructure

  (engineering.salesforce.com)

  #data-science #infra #machine-learning #scaling

• Mapping Medium’s Tags

  (medium.engineering)

  #machine-learning #big-data #text-analysis #word2vec

• AutoWorkout: How to Improve Motion Activity Classifier Predictions?

  (towardsdatascience.com)

  #ios #machine-learning #hardware

• Transfer learning: leveraging insights from large data sets

  (towardsdatascience.com)

  #data-science #machine-learning

• Exploring Recommendation Systems

  (blog.fastforwardlabs.com)

  #data-science #machine-learning #recommender

• Creating Intricate Art with Neural Style Transfer

  (becominghuman.ai)

  #machine-learning #neural-net #image-generation

• Introducing RLlib: A composable and scalable reinforcement learning library

  (www.oreilly.com)

  #data-science #machine-learning #opensource

• Automated Text Classification Using Machine Learning

  (hackernoon.com)

  #machine-learning #text-analysis #classifier

• How machine learning can be used to write more secure computer programs

  (www.oreilly.com)

  #machine-learning #programming-languages #security #research #podcast

• Scaling Gradient Boosted Trees for CTR Prediction - Part II

  (engineeringblog.yelp.com)

  #data-science #machine-learning #classifier

• Supervised Machine Learning — Dimensional Reduction and Principal Component Analysis

  (hackernoon.com)

  #data-science #machine-learning #math

• SBNet: Leveraging Activation Block Sparsity for Speeding up Convolutional Neural Networks

  (eng.uber.com)

  #AI #machine-learning #neural-net

• Exploiting Spectre with Deep learning

  (hackernoon.com)

  #machine-learning #security #tensor-flow #systems

• Understanding and building Generative Adversarial Networks(GANs)- Deep Learning with PyTorch.

  (becominghuman.ai)

  #data-science #machine-learning #GAN

• Introduction to Python Ensembles

  (www.dataquest.io)

  #data-science #machine-learning #python

• Transfer Learning: retraining Inception V3 for custom image classification

  (becominghuman.ai)

  #machine-learning #image-processing #classifier

• Introduction to LSTMs with TensorFlow

  (www.oreilly.com)

  #deep-learning #machine-learning #tensor-flow #python

• The 8 Neural Network Architectures Machine Learning Researchers Need to Learn

  (towardsdatascience.com)

  #data-science #machine-learning #neural-net

• Scaling Gradient Boosted Trees for CTR Prediction - Part I

  (engineeringblog.yelp.com)

  #data-pipeline #data-science #machine-learning #apache-spark

• Improving the Random Forest in Python Part 1

  (towardsdatascience.com)

  #machine-learning #data-analytics #python

• Using Yelp Data to Predict Restaurant Closure

  (towardsdatascience.com)

  #data-science #machine-learning #classifier

• Transfer learning with MXNet Gluon

  (hackernoon.com)

  #data-science #machine-learning #python #image-generation

• Probability concepts explained: Bayesian inference for parameter estimation.

  (towardsdatascience.com)

  #machine-learning #math #probability

• Understanding Feature Engineering (Part 2) — Categorical Data

  (towardsdatascience.com)

  #machine-learning #data-analytics #python

• Artistic Style Transfer

  (towardsdatascience.com)

  #machine-learning #image-processing #image-generation

• Reinforcement learning with TensorFlow

  (www.oreilly.com)

  #data-science #AI #machine-learning #tensor-flow

• COTA: Improving Uber Customer Care with NLP & Machine Learning

  (eng.uber.com)

  #AI #machine-learning #NLP

• Priming neural networks with an appropriate initializer.

  (becominghuman.ai)

  #data-science #machine-learning #neural-net

• Various Implementations of Collaborative Filtering

  (towardsdatascience.com)

  #data-science #machine-learning #recommender

• Fair and Balanced? Thoughts on Bias in Probabilistic Modeling

  (hackernoon.com)

  #AI #machine-learning #probability-modelling

• Semi-supervised Learning with GANs

  (towardsdatascience.com)

  #data-science #AI #machine-learning #GAN

• Another Twitter sentiment analysis with Python — Part 3 (Zipf’s Law, data visualisation)

  (towardsdatascience.com)

  #machine-learning #NLP #python

• Let’s talk about Advanced Analytics: A brief look at Artificial Intelligence

  (becominghuman.ai)

  #AI #machine-learning #data-analytics

• The promise of AI in audio processing

  (towardsdatascience.com)

  #AI #machine-learning #audio-processing

• One-Shot Learning: Face Recognition using Siamese Neural Network

  (towardsdatascience.com)

  #machine-learning #image-processing #neural-net

• Meet Artificial Neural Networks

  (towardsdatascience.com)

  #deep-learning #AI #machine-learning #neural-net

• What if I told you database indexes could be learned?

  (towardsdatascience.com)

  #machine-learning #DBMS #research

• Numerai walkthrough: Quantitative Analysis & Machine learning for fun and profit.

  (hackernoon.com)

  #machine-learning #data-analytics #fintech

• How machine learning will accelerate data management systems

  (www.oreilly.com)

  #machine-learning #DBMS #big-data #podcast

• Uncovering hidden patterns through machine learning

  (www.oreilly.com)

  #data-science #machine-learning #data-analytics

• Setting up a Machine Learning Framework for Production

  (code.hootsuite.com)

  #data-science #infra #machine-learning

• Smart Instant Book Filter: Book with Confidence

  (medium.com)

  #software-design #software-architecture #machine-learning

• Understanding CapsNet (Part 1)

  (becominghuman.ai)

  #deep-learning #machine-learning #image-processing #neural-net

• Topic Modeling

  (medium.com)

  #data-science #machine-learning #visualisation

• Machine Learning Bit by Bit — Multivariate Gradient Descent

  (hackernoon.com)

  #machine-learning #visualisation #math

• I Hacked HQ Trivia But Here’s How They Can Stop Me

  (hackernoon.com)

  #software-architecture #machine-learning #image-processing #hacking

• The Statistical Modeling System Powering LinkedIn Salary

  (engineering.linkedin.com)

  #machine-learning #data-analytics #math

• Tacotron 2: Generating Human-like Speech from Text

  (research.googleblog.com)

  #machine-learning #neural-net #audio-processing #research

• Apache MXNet in the Wolfram Language

  (www.oreilly.com)

  #dev-tools #machine-learning #visualisation #wolfram

• Machine Learning on JavaScript, Part I: Neural Networks

  (blog.moove-it.com)

  #javascript #machine-learning #neural-net

• Stopping fraudsters by changing products

  (eng.lyft.com)

  #machine-learning #data-analytics #classifier

• Improving End-to-End Models For Speech Recognition

  (research.googleblog.com)

  #machine-learning #audio-processing #research

• Towards Automatic Icon Design Using Machine Learning

  (becominghuman.ai)

  #data-science #machine-learning #image-generation

• Single Pose Comparison — a fun application using Human Pose Estimation (Part 2)

  (becominghuman.ai)

  #AI #machine-learning #image-processing

• What the SATs Taught Us about Finding the Perfect Fit

  (multithreaded.stitchfix.com)

  #machine-learning #data-analytics #classifier

• TFGAN: A Lightweight Library for Generative Adversarial Networks

  (research.googleblog.com)

  #machine-learning #neural-net #research

• Fast INT8 Inference for Autonomous Vehicles with TensorRT 3

  (devblogs.nvidia.com)

  #machine-learning #image-processing #GPU #python

• Artwork Personalization at Netflix

  (medium.com)

  #machine-learning #analytics #AB-Testing #personalisation

• Making Sentiment Analysis Easy With Scikit-Learn

  (twilioinc.wpengine.com)

  #data-science #machine-learning #NLP

• Gleaning Insights from Uber’s Partner Activity Matrix with Genomic Biclustering and Machine Learning

  (eng.uber.com)

  #machine-learning #data-visualisation #classifier #math

• Word Embeddings with Gensim

  (becominghuman.ai)

  #deep-learning #machine-learning #NLP #nltk

• Using Artificial Intelligence to Augment Human Intelligence

  (distill.pub)

  #deep-learning #AI #machine-learning

• Source Code Identifier Embeddings

  (blog.sourced.tech)

  #machine-learning #NLP #classifier #word2vec

• Transfer learning from multiple pre-trained computer vision models

  (www.oreilly.com)

  #machine-learning #image-processing #tensor-flow

• Facebook showcases latest research at NIPS 2017

  (research.fb.com)

  #deep-learning #AI #machine-learning #NLP #research

• How to Build A Recommender System In Less Than 1 Hour

  (blog.avenuecode.com)

  #machine-learning #cloud #recommender #fun

• Recommending Visually Similar Products Using Content Based Features

  (tech.wayfair.com)

  #data-science #machine-learning #image-processing #recommender

• Machine Learning WAVE Files with TensorFlow

  (becominghuman.ai)

  #deep-learning #machine-learning #tensor-flow #audio-processing

• Google at NIPS 2017

  (research.googleblog.com)

  #deep-learning #AI #machine-learning #NLP #research

• Getting Started with TensorFlow: A Machine Learning Tutorial

  (www.toptal.com)

  #deep-learning #machine-learning #tensor-flow #python

• A Journey to <10% Word Error Rate

  (hacks.mozilla.org)

  #machine-learning #NLP #audio-processing

• Matching Albums through Cover Art Fingerprinting

  (deezer.io)

  #machine-learning #image-processing #data-analytics #classifier

• Transform anything into a vector

  (blog.insightdatascience.com)

  #AI #machine-learning #NLP #word2vec

• Box Graph: how we built a spontaneous social network

  (blog.box.com)

  #machine-learning #data-analytics #graph-processing #social-networks

• Sequence Modeling with CTC

  (distill.pub)

  #data-science #machine-learning #math

• Representation learning and language

  (becominghuman.ai)

  #deep-learning #data-science #AI #machine-learning

• [Episode 01] Airbnb, Machine Learning & the Future of Travel

  (mesosphere.com)

  #data-science #AI #machine-learning #big-data #podcast

• Probabilistic Graphical Models Tutorial — Part 2

  (blog.statsbot.co)

  #machine-learning #probability-modelling #math

• Understanding Medical Conversations

  (research.googleblog.com)

  #AI #machine-learning #NLP #research

• Backprop and systolic arrays.

  (becominghuman.ai)

  #AI #machine-learning #hardware #neural-net #math

• GANs for Simulation, Representation and Inference

  (becominghuman.ai)

  #deep-learning #AI #machine-learning #image-generation

• “Ok, Google — How do you run Deep Learning Inference on Android Using TensorFlow?”

  (blog.insightdatascience.com)

  #machine-learning #mobile #android #tensor-flow

• Improving TripAdvisor Photo Selection With Deep Learning

  (engineering.tripadvisor.com)

  #deep-learning #machine-learning #image-processing #classifier

• A sub-optimal approach for predicting real estate prices by Zillow

  (becominghuman.ai)

  #data-science #machine-learning #data-analytics

• Machine Learning Anomaly Scoring and Elasticsearch - How it Works

  (www.elastic.co)

  #machine-learning #noSQL #elastisearch

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  (hackernoon.com)

  #machine-learning #python #regression #math

• Neural networks for beginners: popular types and applications

  (blog.statsbot.co)

  #AI #machine-learning #neural-net #introduction

• Create Data from Random Noise with Generative Adversarial Networks

  (www.toptal.com)

  #data-science #AI #machine-learning

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  (medium.com)

  #machine-learning #image-processing #search #classifier

• Building scalable visual search with machine learning

  (hackernoon.com)

  #machine-learning #image-processing #classifier

• Human Pose Matching on mobile — a fun application using Human Pose Estimation (Part 1 Intro)

  (becominghuman.ai)

  #deep-learning #machine-learning #image-processing #video-processing

• Create a Twitter Politician Bot with Markov Chains, Node.js and StdLib

  (hackernoon.com)

  #javascript #machine-learning #bots

• Engineering More Reliable Transportation with Machine Learning and AI at Uber

  (eng.uber.com)

  #AI #machine-learning #NLP #data-visualisation

• Seamless Google Street View Panoramas

  (research.googleblog.com)

  #machine-learning #neural-net #image-generation

• So You Have Some Clusters, Now What?

  (medium.com)

  #machine-learning #data-analytics #python

• Generative Adversarial Networks — A Deep Learning Architecture

  (becominghuman.ai)

  #deep-learning #AI #machine-learning #neural-net

• Feature Visualization

  (distill.pub)

  #machine-learning #neural-net #internals #visualisation #image-generation

• Machine Learning: Handbag Brand and Color Detection using Deep Neural Networks.

  (technology.condenast.com)

  #deep-learning #machine-learning #image-processing #classifier

• Tangent: Source-to-Source Debuggable Derivatives

  (research.googleblog.com)

  #machine-learning #python #framework #opensource

• Crash Catcher: Detecting Car Crashes in Video

  (blog.insightdatascience.com)

  #deep-learning #machine-learning #image-processing #neural-net

• Building Your Own Instagram Discovery Engine: A Step-By-Step Tutorial

  (hackernoon.com)

  #machine-learning #data-visualisation #python

• Closing the Simulation-to-Reality Gap for Deep Robotic Learning

  (research.googleblog.com)

  #AI #machine-learning #research #robotics

• Beat Atari with Deep Reinforcement Learning! (Part 2: DQN improvements)

  (becominghuman.ai)

  #deep-learning #AI #machine-learning

• Deep Speech 3：Exploring Neural Transducers for End-to-End Speech Recognition

  (research.baidu.com)

  #AI #machine-learning #neural-net #audio-processing #research

• A Neural Network Primer

  (technology.condenast.com)

  #machine-learning #data-analytics #neural-net

• Training an Architectural Classifier

  (hackernoon.com)

  #deep-learning #AI #machine-learning #neural-net

• Humming with the bot

  (blog.buildo.io)

  #machine-learning #audio-processing #bots

• Machine Learning Algorithms: Which One to Choose for Your Problem

  (blog.statsbot.co)

  #machine-learning #data-analytics

• Kaggle Fundamentals: The Titanic Competition

  (www.dataquest.io)

  #machine-learning #data-analytics #python #pandas

• StreamING Machine Learning Models: How ING Adds Fraud Detection Models at Runtime with Apache Flink®

  (data-artisans.com)

  #machine-learning #data-analytics #classifier

• What exactly is deep learning, and how does the magic happen?

  (hackernoon.com)

  #deep-learning #machine-learning #introduction

• Building Smart Replies for Member Messages

  (engineering.linkedin.com)

  #machine-learning #NLP #classifier

• DeepStream: Next-Generation Video Analytics for Smart Cities

  (devblogs.nvidia.com)

  #machine-learning #image-processing #GPU #analytics #video-processing

• Anomaly detection for writing styles

  (blog.insightdatascience.com)

  #data-science #machine-learning #analytics #classifier

• Improving Real-Time Object Detection with YOLO

  (blog.statsbot.co)

  #data-science #machine-learning #image-processing

• Building Brundage Bot

  (hackernoon.com)

  #machine-learning #data-analytics #bots

• Stop Using word2vec

  (multithreaded.stitchfix.com)

  #machine-learning #word2vec #opinion

• Predicting Flight Arrivals with the Apache Kafka Streams API

  (www.confluent.io)

  #stream-processing #machine-learning #apache-kafka

• Meet Horovod: Uber’s Open Source Distributed Deep Learning Framework for TensorFlow

  (eng.uber.com)

  #deep-learning #machine-learning #GPU #tensor-flow

• Bayesian Nonparametrics

  (blog.statsbot.co)

  #data-science #machine-learning #data-analytics

• TensorFlow Lattice: Flexibility Empowered by Prior Knowledge

  (research.googleblog.com)

  #deep-learning #machine-learning #tensor-flow

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  (tech.showmax.com)

  #deep-learning #machine-learning #image-processing

• Following Messi with TensorFlow and Object Detection

  (becominghuman.ai)

  #AI #machine-learning #tensor-flow

• Designing AI: Solving Snake with Evolution

  (becominghuman.ai)

  #AI #machine-learning

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  (blog.twitter.com)

  #machine-learning #algorithms #classifier

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  (becominghuman.ai)

  #machine-learning #introduction

• Convolutional Neural Networks (CNN, or ConvNets)

  (becominghuman.ai)

  #AI #machine-learning #neural-net

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  (blog.insightdatascience.com)

  #deep-learning #data-science #machine-learning

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  (medium.com)

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  (blog.statsbot.co)

  #data-science #machine-learning #analytics #math

• How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka

  (www.confluent.io)

  #data-pipeline #machine-learning #apache-kafka

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  (blog.insightdatascience.com)

  #machine-learning #analytics #visualisation

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  (becominghuman.ai)

  #machine-learning #image-processing #neural-net

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  (becominghuman.ai)

  #deep-learning #machine-learning #math

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  (blog.insightdatascience.com)

  #machine-learning #NLP #classifier

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  (hacks.mozilla.org)

  #deep-learning #machine-learning #neural-net #audio-processing

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  (blog.fastforwardlabs.com)

  #machine-learning #data-analytics

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  #deep-learning #machine-learning #image-processing #research

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  #data-science #machine-learning #NLP #research

• Bayesian Learning for Statistical Classification

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  (becominghuman.ai)

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  (software.intel.com)

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  #machine-learning #algorithms #data-analytics

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  (devblogs.nvidia.com)

  #machine-learning #GPU #CUDA

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  (blog.statsbot.co)

  #AI #machine-learning #NLP #bots

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  (blog.insightdatascience.com)

  #machine-learning #image-processing #classifier

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  (techblog.commercetools.com)

  #machine-learning #data-analytics #classifier

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  (research.googleblog.com)

  #machine-learning #tensor-flow #visualisation

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  (medium.com)

  #machine-learning #data-analytics #classifier

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  (becominghuman.ai)

  #AI #machine-learning #neural-net

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  (www.azavea.com)

  #machine-learning #image-processing #neural-net

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  (research.fb.com)

  #AI #machine-learning #classifier #research

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  (eng.uber.com)

  #machine-learning #data-analytics #time-series #neural-net

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  (eng.uber.com)

  #machine-learning #data-analytics #platform

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  (blog.fastforwardlabs.com)

  #machine-learning #algorithms #data-analytics

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  (research.googleblog.com)

  #AI #machine-learning #NLP #neural-net

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  (code.oursky.com)

  #machine-learning #image-processing #CV #robotics

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  (medium.com)

  #machine-learning #recommender #word2vec

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  (databricks.com)

  #machine-learning #apache-spark #python

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  (code.hootsuite.com)

  #machine-learning #data-analytics #classifier

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  (research.googleblog.com)

  #AI #machine-learning #data-analytics #big-data

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  (medium.com)

  #machine-learning #DSL #classifier #ranking

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  (becominghuman.ai)

  #deep-learning #AI #machine-learning

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  (blog.statsbot.co)

  #machine-learning #data-analytics

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  (hashrocket.com)

  #AI #machine-learning #neural-net

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  (explosion.ai)

  #machine-learning #API #NLP

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  (software.intel.com)

  #AI #machine-learning #image-processing

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  (blog.booking.com)

  #machine-learning #image-processing #neural-net #tagging

• Ensemble Learning: 3 Basic Techniques

  (blog.statsbot.co)

  #machine-learning #classifier

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  (blog.statsbot.co)

  #data-science #AI #machine-learning

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  (becominghuman.ai)

  #AI #machine-learning #neural-net #framework

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  (medium.com)

  #AI #machine-learning #NLP #classifier

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  (becominghuman.ai)

  #machine-learning #neural-net

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  (engineering.linkedin.com)

  #infra #machine-learning #scaling #backend

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  (blog.statsbot.co)

  #machine-learning #SVM

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  (blog.fastforwardlabs.com)

  #machine-learning #reactJS #visualisation #D3js

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  (becominghuman.ai)

  #machine-learning #neural-net #classifier

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  (multithreaded.stitchfix.com)

  #machine-learning #regression #linear-modelling #math

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  (blog.statsbot.co)

  #deep-learning #AI #machine-learning

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  (explosion.ai)

  #dev-tools #machine-learning #webdev

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  (research.fb.com)

  #deep-learning #AI #machine-learning #research

• Google at ICML 2017

  (research.googleblog.com)

  #deep-learning #AI #machine-learning #research

• Transitioning entirely to neural machine translation

  (code.facebook.com)

  #deep-learning #AI #machine-learning #NLP

• Topic Suggestions for Millions of Repositories

  (githubengineering.com)

  #machine-learning #NLP

• How we built automated support

  (kickstarter.engineering)

  #AI #automation #machine-learning #classifier

• Machine Learning Translation and the Google Translate Algorithm

  (blog.statsbot.co)

  #deep-learning #machine-learning

• Deep Learning — from Prototype to Production

  (becominghuman.ai)

  #deep-learning #machine-learning #python

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  (tech.gilt.com)

  #machine-learning #image-processing #neural-net

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  (blog.cloudera.com)

  #data-science #machine-learning #python #keras

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  (research.googleblog.com)

  #deep-learning #AI #machine-learning #image-processing

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  (jobs.zalando.com)

  #machine-learning #data-analytics #model-analysis

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  (becominghuman.ai)

  #data-science #AI #machine-learning

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  (www.oreilly.com)

  #AI #machine-learning #tensor-flow #text-analysis

• Using Machine Learning to Predict Value of Homes On Airbnb

  (medium.com)

  #machine-learning #data-analytics #regression

• Perform sentiment analysis with LSTMs, using TensorFlow

  (www.oreilly.com)

  #machine-learning #neural-net #LSTM

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  (www.oreilly.com)

  #AI #machine-learning #openAI

• Revisiting the Unreasonable Effectiveness of Data

  (research.googleblog.com)

  #deep-learning #AI #machine-learning

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  (engineering.foursquare.com)

  #machine-learning #algorithms #probability-modelling

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  (techblog.expedia.com)

  #machine-learning #algorithms

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  (eng.uber.com)

  #data-pipeline #machine-learning #algorithms

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  (stackoverflow.blog)

  #machine-learning #data-analytics #R-programming

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  (realm.io)

  #ios #machine-learning #app-design

• Is this metastasis?

  (blog.insightdatascience.com)

  #deep-learning #machine-learning #image-processing