# BOOK_Machine Learning 2021 Spring(Hung-yi Lee)

###### tags: `book`

* [Lecture02. What to do if my network fails to train
](https://hackmd.io/H831jSlURYCM8uCLhW16nA)
* [Lecture03. CNN & Self-Attention
](https://hackmd.io/5HHpn63YRcSucG_HqHZnAw?both)
* [Lecture04. Transformer](https://hackmd.io/4Uq-5CpDRO28IyWTws5URA)
* [Lecture05. Generative Adversarial Network(GAN)](https://hackmd.io/IK5k3bw4TgeiZYbG0tBYFA)
* [Lecture06. Self-Supervised Learning](https://hackmd.io/Kj0nQhgaTZG9FN3NLEGR0g)
* [Lecture07. Explainable AI / Adversarial Attack](https://hackmd.io/v0Nk-6zDS0WlbTSmVx3gSQ)
* [Lecture08. Domain Adaptive](https://hackmd.io/YZD0CP_7S8mLa3bk1OCBYg)
* [Lecture09. Reinforcement Learning](https://hackmd.io/V3GY-FXwSly-vHjgxUDEcA)
* [Lecture10. Life-Long/Compression](https://hackmd.io/wBwisaGaTXSlkufkkUoQwQ)