- Big Data
- Data Platform at Uber
- Data Platform at BMW
- Data Platform at Netflix
- Data Platform at Flipkart
- Data Platform at Coupang
- Data Platform at Khan Academy
- Data Infrastructure at Airbnb
- Data Infrastructure at LinkedIn
- Data Infrastructure at GO-JEK
- Data Ingestion Infrastructure at Pinterest
- Data Analytics Architecture at Pinterest
- Big Data Processing (2 parts) at Spotify
- Big Data Processing at Uber
- Analytics Pipeline at Lyft
- Analytics Pipeline at Grammarly
- Analytics Pipeline at Teads
- ML Data Pipelines for Real-Time Fraud Prevention at PayPal
- Big Data Analytics and ML Techniques at LinkedIn
- Self-Serve Reporting Platform on Hadoop at LinkedIn
- Privacy-Preserving Analytics and Reporting at LinkedIn
- Analytics Platform for Tracking Item Availability at Walmart
- HALO: Hardware Analytics and Lifecycle Optimization at Facebook
- RBEA: Real-time Analytics Platform at King
- AresDB: GPU-Powered Real-time Analytics Engine at Uber
- AthenaX: Streaming Analytics Platform at Uber
- Delta: Data Synchronization and Enrichment Platform at Netflix
- Keystone: Real-time Stream Processing Platform at Netflix
- Databook: Turning Big Data into Knowledge with Metadata at Uber
- Amundsen: Data Discovery & Metadata Engine at Lyft
- Maze: Funnel Visualization Platform at Uber
- Metacat: Making Big Data Discoverable and Meaningful at Netflix
- SpinalTap: Change Data Capture System at Airbnb
- Accelerator: Fast Data Processing Framework at eBay
- Omid: Transaction Processing Platform at Yahoo
- TensorFlowOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo
- CaffeOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo
- Spark on Scala: Analytics Reference Architecture at Adobe
- Experimentation Platform at Airbnb
- Smart Product Platform at Zalando
- Log Analysis Platform at LINE
- Data Visualisation Platform at Myntra
- Building and Scaling Data Lineage at Netflix
- Building a scalable data management system for computer vision tasks at Pinterest
- Structured Data at Etsy
- Scaling a Mature Data Pipeline – Managing Overhead at Airbnb
- Spark Partitioning Strategies at Airbnb
- Distributed Machine Learning
- Aroma: Using ML for Code Recommendation at Facebook
- Flyte: Cloud Native Machine Learning and Data Processing Platform at Lyft
- Michelangelo: Machine Learning Platform at Uber
- Scaling Michelangelo
- Machine Learning Platform at Yelp
- Horovod: Open Source Distributed Deep Learning Framework for TensorFlow at Uber
- COTA: Improving Customer Care with NLP & Machine Learning at Uber
- Manifold: Model-Agnostic Visual Debugging Tool for Machine Learning at Uber
- Repo-Topix: Topic Extraction Framework at Github
- Concourse: Generating Personalized Content Notifications in Near-Real-Time at LinkedIn
- Altus Care: Applying a Chatbot to Platform Engineering at eBay
- PyKrylov: Accelerating Machine Learning Research at eBay
- Box Graph: Spontaneous Social Network at Box
- PricingNet: Pricing Modelling with Neural Networks at Skyscanner
- PinText: Multitask Text Embedding System at Pinterest
- Scaling Gradient Boosted Trees for Click-Through-Rate Prediction at Yelp
- Learning with Privacy at Scale at Apple
- Deep Learning for Image Classification Experiment at Mercari
- Deep Learning for Frame Detection in Product Images at Allegro
- Content-based Video Relevance Prediction at Hulu
- Improving Photo Selection With Deep Learning at TripAdvisor
- Personalized Recommendations for Experiences Using Deep Learning at TripAdvisor
- Personalised Recommender Systems at BBC
- Machine Learning (2 parts) at Condé Nast
- Natural Language Processing and Content Analysis (2 parts) at Condé Nast
- Machine Learning Applications In The E-commerce Domain (4 parts) at Rakuten
- Mapping the World of Music Using Machine Learning (2 parts) at iHeartRadio
- Machine Learning to Improve Streaming Quality at Netflix
- Machine Learning to Match Drivers & Riders at GO-JEK
- Improving Video Thumbnails with Deep Neural Nets at YouTube
- Quantile Regression for Delivering On Time at Instacart
- Cross-Lingual End-to-End Product Search with Deep Learning at Zalando
- Machine Learning at Jane Street
- Machine Learning for Ranking Answers End-to-End at Quora
- Clustering Similar Stories Using LDA at Flipboard
- Similarity Search at Flickr
- Large-Scale Machine Learning Pipeline for Job Recommendations at Indeed
- Deep Learning from Prototype to Production at Taboola
- Atom Smashing using Machine Learning at CERN
- Mapping Tags at Medium
- Clustering with the Dirichlet Process Mixture Model in Scala at Monsanto
- Map Pins with DBSCAN & Random Forests at Foursquare
- Detecting and Preventing Fraud at Uber
- Forecasting at Uber
- Financial Forecasting at Uber
- Productionizing ML with Workflows at Twitter
- GUI Testing Powered by Deep Learning at eBay
- Scaling Machine Learning to Recommend Driving Routes at Pivotal
- Real-Time Predictions at DoorDash
- Machine Intelligence at Dropbox
- Machine Learning for Indexing Text from Billions of Images at Dropbox
- Modeling User Journeys via Semantic Embeddings at Etsy
- Automated Fake Account Detection at LinkedIn
- Building Knowledge Graph at Airbnb
- Core Modeling at Instagram
- Neural Architecture Search (NAS) for Prohibited Item Detection at Mercari
- Computer Vision at Airbnb
- 3D Home Backend Algorithms at Zillow
- Long-term Forecasts at Lyft
- Discovering Popular Dishes with Deep Learning at Yelp
- SplitNet Architecture for Ad Candidate Ranking at Twitter
- Jobs Filter at Indeed
- Architecting Restaurant Wait Time Predictions at Yelp
- Music Personalization at Spotify
- Deep Learning for Domain Name Valuation at GoDaddy
- Similarity Clustering to Catch Fraud Rings at Stripe
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