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- 05. Optimization
  - Optimization for Machine Learning - UCLx DeepMind DL2020.pdf
  - Optimization_lecture.pdf
- 06. CNN
  - 06.1. CNN lecture.pptx
  - 06.2. Vision Beyond Classification.pdf
- 08. RNN
  - L8 - DeepMind.pdf
  - rnn lecture.pdf
- 10. Autoencoders Representation Learning
  - Autoencoders - Representation Learning.pdf
  - Autoencoders.ipynb
- 11. Generative Adversarial Networks
  - GAN_MNIST.ipynb
  - Generative Adversarial Networks.pdf
- 01. CNN_resnet_DL intro.pdf
- 02. Linear Algebra DL.pdf
- 03. DFFN.pdf
- 04. Regularization.pdf
- 07. ARIS.pdf
- 09. Transformers_Transfer Learning.pdf
- 12. GraphML-GNNs.pdf
- 13. Deep Reinforcement Learning.pdf

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