When and When Not to Use Distributed Machine LearningMachine Learning Platform at UberMachine Learning Platform at EtsyMachine Learning Platform at YelpAroma: Using ML for Code Recommendation at FacebookFlyte: Cloud Native Machine Learning and Data Processing Platform at LyftLyftLearn: ML Model Training Infrastructure built on Kubernetes at LyftHorovod: Open Source Distributed Deep Learning Framework for TensorFlow at UberCOTA: Improving Customer Care with NLP & Machine Learning at UberManifold: Model-Agnostic Visual Debugging Tool for Machine Learning at UberRepo-Topix: Topic Extraction Framework at GithubConcourse: Generating Personalized Content Notifications in Near-Real-Time at LinkedInAltus Care: Applying a Chatbot to Platform Engineering at eBayPyKrylov: Accelerating Machine Learning Research at eBayBox Graph: Spontaneous Social Network at BoxPricingNet: Pricing Modelling with Neural Networks at SkyscannerPinText: Multitask Text Embedding System at PinterestSearchSage: Learning Search Query Representations at PinterestCannes: ML saves $1.7M a year on document previews at DropboxScaling Gradient Boosted Trees for Click-Through-Rate Prediction at YelpLearning with Privacy at Scale at AppleDeep Learning for Image Classification Experiment at MercariDeep Learning for Frame Detection in Product Images at AllegroContent-based Video Relevance Prediction at HuluImproving Photo Selection With Deep Learning at TripAdvisorPersonalized Recommendations for Experiences Using Deep Learning at TripAdvisorPersonalised Recommender Systems at BBCMachine Learning (2 parts) at Condé NastNatural Language Processing and Content Analysis (2 parts) at Condé NastMapping the World of Music Using Machine Learning (2 parts) at iHeartRadioMachine Learning to Improve Streaming Quality at NetflixMachine Learning to Match Drivers & Riders at GO-JEKImproving Video Thumbnails with Deep Neural Nets at YouTubeQuantile Regression for Delivering On Time at InstacartCross-Lingual End-to-End Product Search with Deep Learning at ZalandoMachine Learning at Jane StreetMachine Learning for Ranking Answers End-to-End at QuoraClustering Similar Stories Using LDA at FlipboardSimilarity Search at FlickrLarge-Scale Machine Learning Pipeline for Job Recommendations at IndeedDeep Learning from Prototype to Production at TaboolaAtom Smashing using Machine Learning at CERNMapping Tags at MediumClustering with the Dirichlet Process Mixture Model in Scala at MonsantoMap Pins with DBSCAN & Random Forests at FoursquareDetecting and Preventing Fraud at UberForecasting at UberFinancial Forecasting at UberProductionizing ML with Workflows at TwitterGUI Testing Powered by Deep Learning at eBayScaling Machine Learning to Recommend Driving Routes at PivotalReal-Time Predictions at DoorDashMachine Intelligence at DropboxMachine Learning for Indexing Text from Billions of Images at DropboxModeling User Journeys via Semantic Embeddings at EtsyAutomated Fake Account Detection at LinkedInBuilding Knowledge Graph at AirbnbCore Modeling at InstagramNeural Architecture Search (NAS) for Prohibited Item Detection at MercariComputer Vision at Airbnb3D Home Backend Algorithms at ZillowLong-term Forecasts at LyftDiscovering Popular Dishes with Deep Learning at YelpSplitNet Architecture for Ad Candidate Ranking at TwitterJobs Filter at IndeedArchitecting Restaurant Wait Time Predictions at YelpMusic Personalization at SpotifyDeep Learning for Domain Name Valuation at GoDaddySimilarity Clustering to Catch Fraud Rings at StripePersonalized Search at EtsyML Feature Serving Infrastructure at LyftContext-Specific Bidding System at EtsyModerating Promotional Spam and Inappropriate Content in Photos at Scale at YelpOptimizing Payments with Machine Learning at Dropbox