Notebook: Coding a Neural Network (Full Stack Deep Learning - Spring 2021)
In this video, we code a neural network from scratch. You’ll get familiar with the Google Colab environment, create a simple linear regression model using only Numpy, and build a multi-layer perception regression model using NumPy, PyTorch, and Keras.
0:00 - Intro
0:30 - Colab Notebook 101
5:30 - Numerical computing via NumPy
10:15 - Plotting via Matplotlib
11:33 - Basic regression with a linear model
24:30 - Basic regression with a multi-layer perceptron