Machine Learning System Design: A Practical Field Guide for Production & Interviews - Part 1
2:43:21
YouTubeMachine Learning System Design
Machine Learning System Design: A Practical Field Guide for Production & Interviews - Part 1
Real-world ML systems are far messier than what most courses prepare you for. After going down many rabbit holes, I synthesized what matters into this Machine Learning System Design course. Here is what we'll cover: 0:00:00 Intro 0:06:56 Problem definition and goal proxies 0:13:52 Problem decomposition 0:17:16 Labels 0:21:06 Active learning 0: ...
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