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Understand how neural networks actually work — from a single neuron to deep multi-layer architectures. Covers forward propagation, backpropagation, gradient descent, convolutional networks, and the practical techniques that make deep learning work in production.
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Build intuition for how artificial neurons work and why they were inspired by biology.
4 minutes
4 minutes
4 minutes
10 minutes
Learn how networks improve themselves by repeatedly adjusting their weights.
4 minutes
4 minutes
5 minutes
5 minutes
10 minutes
Practical techniques that separate a network that trains from one that does not.
4 minutes
4 minutes
4 minutes
10 minutes
The architecture that revolutionised computer vision — and much else besides.
4 minutes
4 minutes
5 minutes
10 minutes
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