# A Neural Network Motivator


  - [1. Bias and Variance](<./01. Bias and Variance when Modelling.md>)
    - [source](<./01. Bias and Variance when Modelling.ipynb>)
  - [2. Gradient Descent](<./02. Gradient Descent.md>)
    - [source](<./02. Gradient Descent.ipynb>)
  - [3. Neural Networks (FF/MLP)](<./03. Feed Forward NN Regression.md>)
    - [source](<./03. Feed Forward NN Regression.ipynb>)
  - [4. NN using Classes](<./04. NN From Scratch Book Classes using Classes.md>)
    - [source](<./04. NN From Scratch Book Classes using Classes.ipynb>)