Methods of Optimization in Machine Learning

Methods of Optimization in Machine Learning

NashKnolX via YouTube Direct link

Introduction

1 of 13

1 of 13

Introduction

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Classroom Contents

Methods of Optimization in Machine Learning

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  1. 1 Introduction
  2. 2 What is optimization
  3. 3 Prerequisites
  4. 4 Loss Function
  5. 5 Gradient Descent Explained
  6. 6 Learning Rate Explained
  7. 7 Limitations of Gradient Descent
  8. 8 Stochastic Gradient Descent
  9. 9 Descent Gradient
  10. 10 Advantages
  11. 11 Demo
  12. 12 Conclusion
  13. 13 Spotlight

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