AI & Data
Learn how neural networks work from the ground up. Start with one neuron, add layers, and see how a network learns with forward propagation, loss, backpropagation and gradient descent. Build a network in pure Python, then in PyTorch, and finish with a handwritten digit recogniser.
A podcast overview of the course. Listen before you start, or while you travel.
How Neural Networks Actually Learn
Course podcasts come with a plan.
See plansπ The first lesson is free. Choose a plan to open all 18 lessons and listen to the course podcast.
What is a Neural Network?
Learn what a neural network is, how numbers flow from inputs to outputs, and ...
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