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Personalization at scale: Challenges and practical techniques
conference

Personalization at scale: Challenges and practical techniques

by Hagay Lupesko
February 2020
Intermediate
37m
English
O'Reilly Media, Inc.
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)

Overview

Hagay Lupesko explores AI-powered personalization at Facebook and the challenges and practical techniques it applied to overcome these challenges. You’ll learn about deep learning-based personalization modeling, scalable training, and the accompanying system design approaches that are applied in practice.

Prerequisite knowledge

  • Experience with software engineering
  • A basic knowledge of recommender systems and deep learning

What you'll learn

  • Learn how industry's cutting edge personalization models and systems are designed, implemented and deployed

This session is from the 2019 O'Reilly Artificial Intelligence Conference in San Jose, CA.

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Publisher Resources

ISBN: 0636920371144