This guide covers the fundamentals of predicting parameters of a linear regression model using batch gradient descent.

Building upon Linear Regression I, we use PyTorch to perform linear regression predictions via stochastic gradient descent.

We use Softmax Regression to classify clothing images from the FashionMNIST dataset.

We implement a simple 3 layer neural network to classify clothing images from the FashionMNIST dataset.