02456 Deep learning

Mondays 13-17 E2A

Exam December 10th, 2025

B303A-A042

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Week 1: Shallow and deep neural networks

Week 2: Loss functions, back propagation and initialisation

Week 3: Tricks of The Trade

Week 4: Convolutional Networks

Week 5: Recurrent neural networks (RNNs)

Week 6: Transformers

Week 7: Unsupervised Learning

2023 Notes