Machine Learning Engineering Case studies

Here is a compiled list of technical journey of different companies in applying and scaling up their machine learning systems.

Google: Best Practices for Machine Learning

ByteDance: How Tik-Tok Wins The Social Media Recommendation System War (transcription)

NerdWallet: How NerdWallet Dialed Machine Leraning Up to 11

AI Dungeon: How we scaled AI Dungeon 2 to support over 1,000,000 users

Spotify: The Winding Road to Better Machine Learning Infrastructure Through Tensorflow Extended and Kubeflow

How Trigo built a scalable AI development & deployment pipeline for Frictionless Retail