

S1: Machine Learning Infrastructure at Netflix
Jul 27, 2018
The podcast discusses improving infrastructure at Netflix and empowering data scientists, their operating approach and culture, the importance of machine learning models, the algorithms used in the Netflix app, video encoding versions and adaptive streaming, and personalization and collaboration in ML infrastructure.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Netflix's Operating Approach and Culture
01:42 • 8min
Infrastructure in Machine Learning at Netflix
09:28 • 3min
Understanding Machine Learning Models
12:05 • 11min
Netflix App Algorithms and EV Cache
23:26 • 19min
Video Encoding Versions and Adaptive Streaming at Netflix
42:31 • 2min
Personalization and Collaboration in ML Infrastructure
44:30 • 9min