• 4.1 Overview Training Models

  • 4.1.1 Overview Training Models
  • 4.1.2 Reading Material

• 4.2 Basics of Gradient Descent

  • 4.2.1 The Basics of Gradient Descent – Part 1
  • 4.2.2 The Basics of Gradient Descent – Part 2
  • 4.2.3 The Basics of Gradient Descent – Part 3
  • 4.2.4 The Basics of Gradient Descent – Part 4

• 4.3 Gradient Descent in Practice

  • 4.3.1 Three Variants of Gradient Descent
  • 4.3.2 How to use Gradient Descent in Practice?

• 4.4 Logistic Regression

  • 4.4.1 Why do we need Logistic Regression?
  • 4.4.2 Basics of Logistic Regression