Course curriculum

  • 1

    0: Read before start

  • 2

    Course Outline

    • Course Outline
  • 3

    Single Variable Calculus

    • Functions

    • Tangent Problem

    • Derivative

    • Rules of Differentiation

    • Chain Rule

    • Quiz 1 - Differentiation

    • Introduction to Optimization

    • Optimization Procedure

    • Optimization Examples

    • Optimization Examples

    • Quiz 2 - Optimization

    • Feedback
  • 4

    Multivariable Optimization

    • Partial Derivatives

    • Multivariable Optimization

    • Quiz 3 - Multivariable Optimization

    • Gradient Descent

    • Quiz 4 - Gradient Descent

    • Congratulations! You have successfully completed this course!

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