BloomTech’s Downfall: A Long Time Coming

Supervised Machine Learning Review

Supervised Machine Learning Review

Paul Hand via YouTube Direct link

Introduction

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Introduction

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Supervised Machine Learning Review

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  1. 1 Introduction
  2. 2 Regression
  3. 3 Classification
  4. 4 Terminology
  5. 5 Statistical Framework
  6. 6 Choosing Loss
  7. 7 Linear Regression
  8. 8 Binary Classification
  9. 9 Cross entropy loss
  10. 10 Cross entropy loss vs square loss
  11. 11 Model complexity vs training error

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