# Course contents

Subject: Deep Learning

Exam: TEE

Reader: https://deep-learning-study-room.vercel.app/#tee/contents

Canonical: https://deep-learning-study-room.vercel.app/read/dl/tee/index/contents/

1. [Mathematics revision](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/2/)
2. [Neural-network foundations](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/4/)
3. [Optimization algorithms](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/5/)
4. [Regularization and generalization](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/6/)
5. [Convolutional neural networks](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/7/)
6. [CNN architectures and transfer learning](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/8/)
7. [Recurrent neural networks](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/9/)
8. [Formula reference and exam revision](https://deep-learning-study-room.vercel.app/read/dl/tee/chapter/19/)