Tagged | data-analytics

• Recognize Class Imbalance with Baselines and Better Metrics

  (engineering.indeedblog.com)

  #data-science #data-analytics #statistics

• Monitoring to prevent game cheating

  (engineering.linecorp.com)

  #software-engineering #software-design #monitoring #data-analytics

• Detecting Bias with SHAP

  (databricks.com)

  #data-science #data-analytics #visualisation #statistics

• ROC Curves and the Efficient Frontier

  (towardsdatascience.com)

  #data-analytics #visualisation #fintech #statistics

• How GPU Computing literally saved me at work?

  (medium.com)

  #data-analytics #performance #GPU #parallel-computing

• Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

  (eng.uber.com)

  #data-science #data-analytics #big-data #math

• Analyzing Spatial Patterns in Life Expectancy with Python

  (www.azavea.com)

  #data-analytics #python #GeoData

• Understanding Dynamic Time Warping

  (databricks.com)

  #data-analytics #data-visualisation #math #statistics

• Presentation: Winning Ways for Your Visualization Plays

  (www.infoq.com)

  #data-analytics #virtualisation #design

• Introducing PySurvival

  (medium.com)

  #data-analytics #opensource #statistics

• How We Detect Anomalies in Our Product Recommendations Metrics

  (tech.wayfair.com)

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

• Using Reinforcement Learning to Design a Better Rocket Engine

  (blog.insightdatascience.com)

  #machine-learning #data-analytics #research

• A Visual Exploration of Gaussian Processes

  (distill.pub)

  #data-science #data-analytics #visualisation #math #statistics

• Design Principles for Mathematical Engineering in Experimentation Platform at Netflix

  (medium.com)

  #dev-tools #data-analytics #practices #math

• Modeling Censored Time-to-Event Data Using Pyro, an Open Source Probabilistic Programming Language

  (eng.uber.com)

  #data-analytics #Probabilistic-programming #time-series #statistics

• Presentation: Data-driven Decision Making

  (www.infoq.com)

  #software-engineering #data-analytics #practices

• Anomaly Detection with Isolation Forest & Visualization

  (medium.com)

  #algorithms #data-analytics #visualisation

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

  (eng.uber.com)

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

• Understanding Customer Churning with Big Data Analytics

  (towardsdatascience.com)

  #data-analytics #big-data #visualisation

• Analyzing Twitch chat during a Pokémon Marathon

  (blog.twitch.tv)

  #data-science #data-analytics #statistics

• Exploratory Design in Data Visualization

  (towardsdatascience.com)

  #data-analytics #data-visualisation #design

• Generating Twitter Ego-Networks & Detecting Ego-Communities

  (towardsdatascience.com)

  #data-analytics #big-data #graph-processing #visualisation #social-networks

• Monte Carlo Power Analysis

  (deliveroo.engineering)

  #data-analytics #python #math

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

  (tech.instacart.com)

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

• Presentation: The State of AI Marketing

  (www.infoq.com)

  #AI #machine-learning #data-analytics

• Exploring & Machine Learning for Airbnb Listings in Toronto

  (towardsdatascience.com)

  #data-analytics #python #visualisation #GeoData

• Linear Regression in Real Life

  (www.dataquest.io)

  #data-science #data-analytics #math

• Pylift: A Fast Python Package for Uplift Modeling

  (tech.wayfair.com)

  #data-science #data-analytics #python

• Deduplicating files in Public Git Archive

  (blog.sourced.tech)

  #data-analytics #visualisation #git

• Risk Detection Infrastructure @ Postmates

  (blog.postmates.com)

  #software-architecture #data-analytics #security

• Towards Natural Language Semantic Code Search

  (githubengineering.com)

  #software-architecture #data-analytics #search #NLP

• Introducing Oak: an Open Source Scalable Key-Value Map for Big Data Analytics

  (yahooeng.tumblr.com)

  #noSQL #data-analytics #big-data

• Data Warehousing and ETLs

  (medium.com)

  #data-analytics #data-visualisation #big-data

• Real-time Streaming Pattern: Analyzing Trends

  (blog.wallaroolabs.com)

  #stream-processing #data-analytics #data-stream

• What to Consider When Choosing Colors for Data Visualization

  (www.dataquest.io)

  #data-analytics #data-visualisation #design

• Optimizing TV Advertising Toward Return on Investment

  (tech.wayfair.com)

  #data-science #data-analytics

• Leveraging Elastic Demand for Forecasting

  (tech.instacart.com)

  #data-analytics #big-data

• Learning Market Dynamics for Optimal Pricing

  (medium.com)

  #data-science #data-analytics #big-data

• Machine Learning in Google BigQuery

  (ai.googleblog.com)

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

• Presentation: R for AI developers

  (www.infoq.com)

  #AI #data-analytics #R-programming

• Visualize your real-time data

  (itnext.io)

  #data-analytics #data-visualisation #real-time

• From shallow to deep learning in fraud

  (eng.lyft.com)

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

• Time-Series Analysis Using Recurrent Neural Networks in Tensorflow

  (towardsdatascience.com)

  #data-analytics #time-series #neural-net #tensor-flow

• The Design of Statistical Graphics

  (towardsdatascience.com)

  #data-analytics #data-visualisation #statistics

• How are Logistic Regression & Ordinary Least Squares Regression Related?

  (towardsdatascience.com)

  #data-science #data-analytics #math

• Overscripted! Digging into JavaScript execution at scale

  (hacks.mozilla.org)

  #javascript #data-analytics #research #crawling

• From Beautiful Maps to Actionable Insights: Introducing kepler.gl, Uber’s Open Source Geospatial Toolbox

  (eng.uber.com)

  #data-analytics #data-visualisation #GeoData #maps

• A modified Artificial Bee Colony algorithm to solve Clustering problems

  (towardsdatascience.com)

  #data-science #algorithms #data-analytics

• The Duplicate Review Tool: Incorporating Visual Search into Merchandising Operations

  (tech.wayfair.com)

  #data-science #data-analytics #search

• Keeping 2 billion Android devices safe with machine learning

  (android-developers.googleblog.com)

  #data-analytics #security #android

• Categorizing Listing Photos at Airbnb

  (medium.com)

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

• Clustering Cryptocurrencies with Affinity Propagation and the RAD 30 Crypto Composite

  (hackernoon.com)

  #data-analytics #block-chain #fintech

• Two things about power

  (multithreaded.stitchfix.com)

  #data-analytics #math #statistics

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

  (towardsdatascience.com)

  #machine-learning #data-analytics #LSTM

• How to build analytic products in an age when data privacy has become critical

  (www.oreilly.com)

  #data-analytics #privacy

• Uplift Modeling in Display Remarketing

  (tech.wayfair.com)

  #data-science #data-analytics #marketing #math

• Gimel: PayPal’s Analytics Data Processing Platform

  (www.paypal-engineering.com)

  #data-pipeline #data-analytics

• Quantifying Effort through Heart Rate Data

  (medium.com)

  #data-science #data-analytics #biotech

• Simon Moss on using artificial intelligence to fight financial crimes

  (www.oreilly.com)

  #AI #data-analytics #big-data #podcast

• MobileNetV2: Inverted Residuals and Linear Bottlenecks

  (towardsdatascience.com)

  #data-science #data-analytics

• Give Meaning to 100 billion Events a Day - The Analytics Pipeline at Teads

  (highscalability.com)

  #data-analytics #big-data #event-queue

• Lumpers and Splitters: Tensions in Taxonomies

  (multithreaded.stitchfix.com)

  #data-science #data-analytics

• Information Theory of Neural Networks

  (hackernoon.com)

  #data-analytics #neural-net #math

• Extracting Signals From the News

  (eng.datafox.com)

  #data-analytics #big-data #text-analysis

• Renko brick size optimization

  (towardsdatascience.com)

  #data-science #algorithms #data-analytics

• 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

• Analysing 1.4 billion rows with python

  (hackernoon.com)

  #data-analytics #python

• [Podcast] The Rising Threat of Content Abuse

  (blog.siftscience.com)

  #data-science #data-analytics #podcast

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

  (www.ebayinc.com)

  #machine-learning #data-analytics #search

• Real-Time Hotspot Detection in Amazon Kinesis Analytics

  (aws.amazon.com)

  #data-analytics #AWS #data-stream

• Common Patterns for Analyzing Data

  (towardsdatascience.com)

  #machine-learning #data-analytics #math

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

  (medium.com)

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

• Data Pre-Processing in Python: How I learned to love parallelized applies with Dask and Numba

  (towardsdatascience.com)

  #data-analytics #python #parallel-computing

• Data Analysis with Spark

  (jobs.zalando.com)

  #data-analytics #apache-spark #big-data

• How to use deep-learning to quantify pollinator behavior I

  (towardsdatascience.com)

  #deep-learning #data-analytics

• Intro to Descriptive Statistics

  (towardsdatascience.com)

  #data-analytics #math

• 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

• Omphalos, Uber’s Parallel and Language-Extensible Time Series Backtesting Tool

  (eng.uber.com)

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

• Improving the Random Forest in Python Part 1

  (towardsdatascience.com)

  #machine-learning #data-analytics #python

• Understanding Feature Engineering (Part 2) — Categorical Data

  (towardsdatascience.com)

  #machine-learning #data-analytics #python

• Big Data: Information visualization techniques

  (towardsdatascience.com)

  #data-analytics #data-visualisation #big-data

• Congressional Partisanship: A Visualization

  (towardsdatascience.com)

  #data-analytics #data-visualisation

• Out of Core Genomics

  (towardsdatascience.com)

  #data-analytics #big-data #biotech

• Introducing pydqc

  (towardsdatascience.com)

  #dev-tools #data-science #data-analytics #python

• Let’s talk about Advanced Analytics: A brief look at Artificial Intelligence

  (becominghuman.ai)

  #AI #machine-learning #data-analytics

• Numerai walkthrough: Quantitative Analysis & Machine learning for fun and profit.

  (hackernoon.com)

  #machine-learning #data-analytics #fintech

• Large-Scale Health Data Analytics with OHDSI

  (blog.cloudera.com)

  #DBMS #data-analytics #big-data

• Uncovering hidden patterns through machine learning

  (www.oreilly.com)

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

• The Statistical Modeling System Powering LinkedIn Salary

  (engineering.linkedin.com)

  #machine-learning #data-analytics #math

• Stopping fraudsters by changing products

  (eng.lyft.com)

  #machine-learning #data-analytics #classifier

• Exploratory Data Analysis of orders on Grofers

  (lambda.grofers.com)

  #data-analytics #data-visualisation

• What the SATs Taught Us about Finding the Perfect Fit

  (multithreaded.stitchfix.com)

  #machine-learning #data-analytics #classifier

• Using Excel with pandas

  (www.dataquest.io)

  #data-analytics #data-visualisation #pandas

• DDoS Attack Detection with Wallaroo: A Real-time Time Series Analysis Example

  (blog.wallaroolabs.com)

  #data-analytics #security #python #DDoS

• The Incredible Convergence Of Deep Learning And Genomics

  (hackernoon.com)

  #deep-learning #AI #data-analytics #biotech

• Matching Albums through Cover Art Fingerprinting

  (deezer.io)

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

• Box Graph: how we built a spontaneous social network

  (blog.box.com)

  #machine-learning #data-analytics #graph-processing #social-networks

• A sub-optimal approach for predicting real estate prices by Zillow

  (becominghuman.ai)

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

• Our Discovery of Cramming

  (blog.twitter.com)

  #algorithms #data-analytics #math

• So You Have Some Clusters, Now What?

  (medium.com)

  #machine-learning #data-analytics #python

• A Neural Network Primer

  (technology.condenast.com)

  #machine-learning #data-analytics #neural-net

• 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

• Why Violin Plots are Awesome for Feature Engineering: An Example Using NLP to Identify Similar Products

  (engineering.wayfair.com)

  #data-analytics #NLP #data-visualisation

• Zalando's Smart Product Platform

  (jobs.zalando.com)

  #data-science #image-processing #data-analytics

• Brain MRI image segmentation using Stacked Denoising Autoencoders

  (blog.insightdatascience.com)

  #image-processing #data-analytics #biotech

• Building Brundage Bot

  (hackernoon.com)

  #machine-learning #data-analytics #bots

• A Brief Tour of Grouping and Aggregating in Pandas

  (intoli.com)

  #data-analytics #python #pandas

• Bayesian Nonparametrics

  (blog.statsbot.co)

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

• Getting Started Analyzing Twitter Data in Apache Kafka through KSQL

  (www.confluent.io)

  #stream-processing #data-analytics #apache-kafka #SQL

• SoundCloud's Data Science Process

  (developers.soundcloud.com)

  #data-pipeline #software-engineering #data-analytics

• enry: detecting languages

  (blog.sourced.tech)

  #data-analytics #NLP #classifier #parsing

• The Product Possibilities of Interpretability

  (blog.fastforwardlabs.com)

  #machine-learning #data-analytics

• Explore Happiness Data Using Python Pivot Tables

  (www.dataquest.io)

  #data-analytics #data-visualisation #python

• Using social media data to help measure smoke exposure

  (research.fb.com)

  #data-analytics #NLP #data-visualisation

• Fantasy Football for Hackers II — An Interactive Visualization of Average Draft Position vs Season Projections

  (intoli.com)

  #data-analytics #data-visualisation

• Zalando Fulfillment Solutions and our FAST Replenishment Algorithm

  (jobs.zalando.com)

  #data-pipeline #algorithms #data-analytics

• Taste Graph part 1: Assigning interests to Pins

  (medium.com)

  #data-analytics #graph-processing

• Serving Top Comments in Professional Social Networks

  (engineering.linkedin.com)

  #data-pipeline #machine-learning #data-analytics

• Analyzing One Million robots.txt Files

  (intoli.com)

  #data-analytics #visualisation #scraping

• Pre-Processing GeoTIFF files and training DeepMask/SharpMask model

  (software.intel.com)

  #machine-learning #data-analytics #GeoData #GIS

• Druid and Spark Together – Mixing Analytics Workflows

  (metamarkets.com)

  #noSQL #data-analytics #apache-spark #druid

• Interpretability in conversation with Patrick Hall and Sameer Singh

  (blog.fastforwardlabs.com)

  #machine-learning #algorithms #data-analytics

• Dynamic Information Retrieval Modeling

  (becominghuman.ai)

  #data-science #data-analytics #information-retrieval

• Boosting Product Categorization with Machine Learning

  (techblog.commercetools.com)

  #machine-learning #data-analytics #classifier

• Product Matching in eCommerce

  (medium.com)

  #machine-learning #data-analytics #classifier

• Time Dependent Classification

  (multithreaded.stitchfix.com)

  #algorithms #data-analytics #classifier

• Engineering Uncertainty Estimation in Neural Networks for Time Series Prediction at Uber

  (eng.uber.com)

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

• Meet Michelangelo: Uber’s Machine Learning Platform

  (eng.uber.com)

  #machine-learning #data-analytics #platform

• Why your relationship is likely to last (or not): using Local Interpretable Model-Agnostic Explanations (LIME)

  (blog.fastforwardlabs.com)

  #machine-learning #algorithms #data-analytics

• Leveraging Machine Learning to Rank Buying Intent

  (code.hootsuite.com)

  #machine-learning #data-analytics #classifier

• Tessa: 1,000,000,000 Strava Activities, 1 Spatiotemporal Dataset

  (medium.com)

  #data-analytics #distributed-systems #cassandra

• Exploring and Visualizing an Open Global Dataset

  (research.googleblog.com)

  #AI #machine-learning #data-analytics #big-data

• Strategic Pricing in Retail with Machine Learning

  (blog.statsbot.co)

  #machine-learning #data-analytics

• Implementing Temporal Graphs with Apache TinkerPop and HGraphDB

  (blog.cloudera.com)

  #noSQL #data-analytics #big-data #graph-processing

• TimescaleDB vs. Postgres for time-series

  (blog.timescale.com)

  #data-analytics #time-series #PostgreSQL

• Periscope Data | Geographic Analysis in SQL: Measuring Polygon Area from Latitude and Longitude

  (webflow-blog.periscopedata.com)

  #data-analytics #SQL #GeoData

• Cube Planner – Build an Apache Kylin OLAP Cube Efficiently and Intelligently

  (www.ebaytechblog.com)

  #data-pipeline #data-analytics #OLAP

• Breaking the “curse of dimensionality” in Genomics using “wide” Random Forests

  (databricks.com)

  #noSQL #data-analytics #big-data

• Closing the Data-Quality Loop

  (jobs.zalando.com)

  #machine-learning #data-analytics #model-analysis

• Using Machine Learning to Predict Value of Homes On Airbnb

  (medium.com)

  #machine-learning #data-analytics #regression

• Engineering Data Analytics with Presto and Parquet at Uber

  (eng.uber.com)

  #software-architecture #infra #data-analytics #big-data

• Text Mining of Stack Overflow Questions

  (stackoverflow.blog)

  #machine-learning #data-analytics #R-programming

• Setting up Spark Streaming - Part II

  (tech.showmax.com)

  #data-analytics #data-stream #apache-spark

• Democratizing Kaplan-Meier

  (engineering.harrys.com)

  #data-analytics #marketing

• We Analyzed 100 Million Headlines. Here’s What We Learned (New Research)

  (buzzsumo.com)

  #data-analytics #marketing