Скачать или смотреть Machine Learning System Design Interview: YouTube Recommendations

Today I’m joined by Sachin, a senior data scientist. We’ll go over a machine learning system design question on how to build YouTube’s homepage recommendations system and optimize it.

Watch the rest on the question page: https://www.interviewquery.com/questi...

Previous YouTube Recommendations interview with Dan:    • Machine Learning System Design Mock Interv...  

Follow Sachin on LinkedIn:   / venugopal-mani-umn  

His sources:
HRNN Paper: https://openreview.net/pdf?id=8QFKbyg...
Prof Weinberger's channel:    / @kilianweinberger698  
Prof. Justin Johnson's course:    • Lecture 1: Introduction to Deep Learning f...  

Ready to find top-tier machine learning talent who can design cutting-edge recommendation systems like YouTube's? Outsearch.ai leverages AI to match you with candidates who have the skills and experience to tackle complex ML challenges: https://www.outsearch.ai/?utm_source=...

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00:00 - Question
00:17 - Clarifying Questions
03:57 - System Architecture of an ideal recommender
13:24 - Various Components of the architecture
26:25 - Online/Offline evaluation of the recommendation
30:03 - AB Test Launch

More from Jay:
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