300 Real-World Machine Learning Systems: From Concept to Production Excellence

300 Real-World Machine Learning Systems: How They Went From Zero to Production A plain-language field guide based on case studies from Netflix, Airbnb, DoorDash, and 77 other companies “ If you can read a college textbook, you can read this post. Every example comes from the public engineering blogs and papers listed at the end—nothing is made up, nothing is exaggerated. Table of Contents Why should you care about these 300 stories? The “elevator cheat sheet”: what problem each system solves in five words or less A bird’s-eye view of 10 industries and 300 lessons learned The universal seven-step playbook …