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