- 01. Introducing Luis
- 02. Logistic Regression Quiz
- 03. Logistic Regression Answer
- 04. Neural Networks
- 05. Perceptron
- 06. AND Perceptron Quiz
- 07. OR & NOT Perceptron Quiz
- 08. XOR Perceptron Quiz
- 09. The Simplest Neural Network
- 10. Gradient Descent
- 11. Gradient Descent: The Math
- 12. Gradient Descent: The Code
- 13. Implementing Gradient Descent
- 14. Multilayer Perceptrons
- 15. Backpropagation
- 16. Implementing Backpropagation
- 17. Further Reading