For now this is a place to store reference articles for interesting topics. As this begins to grow I'll plan to organize this into something more disgestible.
- Uber: Setting Uber’s Transactional Data Lake in Motion with Incremental ETL Using Apache Hudi
- Shopify: Lessons Learned From Running Apache Airflow at Scale
- Python Multiprocessing Pool: The Complete Guide
- Powered by AI: Instagram’s Explore recommender system
- How Spotify Recommendation System Works
- Recommending Items To More Than A Billion People
- RecSysOps: Best Practices for Operating a Large-Scale Recommender System
- ML Test Score: A Rubric for ML Production Readiness
- Exploiting Sequential Music Preferences via Optimization Base Sequencing
- Create Leadership at Every Level
- David Marquet talk on how to turn the ship around. Create leadership at every level. Good listen
- Designing Data Products
- Becoming competitive when joining a new company
- Personalization Algorithms at Netflix Using Interleaving
- Always Do Extra
- The Bitter Lesson is coming for Tokenization