Chip Huyen: Machine Learning Tools and Systems
A conversation with Chip Huyen, co-founder of real-time ML startup Claypot AI and author of Designing Machine Learning Systems
Chip Huyen is a co-founder of Claypot AI, a platform for real-time machine learning. Previously, she was with Snorkel AI and NVIDIA. She teaches CS 329S: Machine Learning Systems Design at Stanford. She has also written four bestselling Vietnamese books, and more recently her new O’Reilly book Designing Machine Learning Systems has just come out!
She also maintains a Discord server with a focus on Machine Learning Systems.
(01:30) 3-year trip through Asia, Africa, and South America
(04:00) Getting into AI at Stanford
(16:40) Academia vs Industry
(17:40) Focus on ML Systems
(20:00) ML in Academia vs Industry
(28:15) Maturity of AI in Industry
(31:45) ML Tools
(37:20) Real Time ML
(43:00) ML Systems Class and Book