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: - Problem framing - Labeling strategies: active learning, stratified sampling, efficiency trade-offs - Recency, data drift ...
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