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Machine Learning for Personalization

Machine Learning for Personalization

NYU Tandon School of Engineering via YouTube Direct link

Prediction

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Classroom Contents

Machine Learning for Personalization

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  1. 1 Introduction
  2. 2 Machine Learning for Personalization
  3. 3 Collaborative Ranking
  4. 4 Prediction
  5. 5 Causal Learning
  6. 6 Simple confounders
  7. 7 Summary
  8. 8 Netflix Homepage
  9. 9 Batch Machine Learning
  10. 10 Online Learning
  11. 11 Bandits
  12. 12 Context Bandit
  13. 13 Example
  14. 14 Questions

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