Applied ML | Recommender systems

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Using ML to build a social networking notification system
System design of an ML driven notification system of a social network
 • 
Gaurav Chakravorty
Early (Stage) Ranking in recommender systems
We look at "early (stage) ranking", why it is needed, what is success for it and end with a baseline implementation of it.
 • 
Gaurav Chakravorty
2
Life of a search query
Presentation of how search is today and how that is very different from the mental model users have of search in early 2000s
 • 
Gaurav Chakravorty
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How to build ML-first products
 • Gaurav Chakravorty
Recommendations using graph neural networks
 • Gaurav Chakravorty
4
Personalized short-video recommender systems
 • Gaurav Chakravorty
Two tower models for retrieval of recommendations
 • Gaurav Chakravorty
1
Fairness in ranking
 • Gaurav Chakravorty
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How to build ML-first products
Problems companies face in adopting ML and how to solve them
 • 
Gaurav Chakravorty
Fairness in ranking
Helping Elon build a "fair" ranking algorithm
 • 
Gaurav Chakravorty
Old-Search ~ training wheels of Neural-Search
Why it might be time to be semantic-first and not lexical-first in building search systems
 • 
Gaurav Chakravorty
Logging | How to build self-learning search and recommender systems
Server side and client side logging needed to build recommender systems, ads and search systems
 • 
Gaurav Chakravorty
Personalized short-video recommender systems
To recap the previous two articles in this short-video recommendation series, part-1 "Using online learning in short-video recommendations” showed a…
 • 
Gaurav Chakravorty
ML Design Interview | Design a short-video platform Part 2
Applied ML #16 | Part 2 ML Design of a short-video recommendation platform
 • 
Gaurav Chakravorty
1
Using online learning in short-video recommendations
Applied ML #15 | Part 1 ML Design of a short-video recommendation platform
 • 
Gaurav Chakravorty
Applied ML | Recommender systems
State of the art advances in applied machine learning with a focus on recommender systems
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