Calculus

  1. Model Complexity and Regularization
    2.  - 06 September 2020
  2. Accelerated and Stable Training
    3.  - 01 September 2020
  3. Second Order Optimization Methods
    4.  - 19 August 2020
  4. Linear Regression from Scratch
    5.  - 10 August 2020
  5. Basics of Neural Networks
    6.  - 05 August 2020

Linear Algebra

  1. Model Complexity and Regularization
    2.  - 06 September 2020
  2. Accelerated and Stable Training
    3.  - 01 September 2020
  3. Second Order Optimization Methods
    4.  - 19 August 2020
  4. Linear Regression from Scratch
    5.  - 10 August 2020
  5. Basics of Neural Networks
    6.  - 05 August 2020

Optimization

  1. Linear Regression from Scratch
    2.  - 10 August 2020

Python

  1. Model Complexity and Regularization
    2.  - 06 September 2020
  2. Accelerated and Stable Training
    3.  - 01 September 2020
  3. Second Order Optimization Methods
    4.  - 19 August 2020
  4. Basics of Neural Networks
    5.  - 05 August 2020