Module 1 – Introduction to Deep Learning

Lecture 1 – From Linear Regression to Neural Networks

Lecture 1.2 – Linear Regression via Neural Networks in Python

📚 Resources & Lecture Code

Recommended reading: Dive into Deep Learning — D2L: 2.3; 3.1.4; 4.1; 5.1; 12.4.

This Colab notebook contains the lecture code demonstrated in class. Read the instructions at the top and run the cells in order.