Machine Learning System Design - Netflix Recommendation System

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Timestamps-
0:00 - Intro
0:28 - Intro
1:15 - Educosys Courses
1:57 - Requirement Gathering
4:18 - Explicit and Implicit User Engagement for Metrics
9:57 - Evaluation Metrics
10:10 - Online Metrics | A/B Testing
11:30 - Offline Metrics | Precision Vs Recall
13:27 - Calacity Estimation
17:34 - High Level System Architecture
23:16 - Candidate Generation Model
26:06 - Ranking Model
26:20 - Data Collection and Storage
32:15 - Overall Design
34:05 - Downsample Non Watched Items
34:38 - Notes
34:53 - Thank You!

Видео Machine Learning System Design - Netflix Recommendation System канала Keerti Purswani