Section 3 - Neural Networks

We have finally worked through the basic math and has a glimpse introduction on how to load data with PyTorch. Now it is time to build our first neural network.

Activation Functions Exercise - Activation Functions Exercise - The Softmax Function The Neuron Two type of applications: Regression and Classification Loss Functions Exercise - Regression Loss Functions Exercise - Classification Loss Functions The Gradient Descent Algorithm Exercise - Implementing Gradient Descent Exercise - PyTorch Autograd Exercise - Regression with Neural Networks Exercise - Classification with Neural Networks Playground - Neural Networks

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