# 相关资料

# 数学/机器学习相关资料

[轩兔的个人空间 i](https://space.bilibili.com/20883932/?spm_id_from=333.999.0.0)

[数之道系列](https://space.bilibili.com/152254793/?spm_id_from=333.999.0.0)

[机器学习白板推倒篇](https://space.bilibili.com/97068901/?spm_id_from=333.999.0.0)

[zzm 自己做的几个小视频 hhh](https://space.bilibili.com/15275803/video)

# 入门教程（散装导师）

<strong>动手学深度学习（代码）</strong>

[劈里啪啦的个人空间_哔哩哔哩_bilibili](https://space.bilibili.com/18161609/?spm_id_from=333.999.0.0)

# 论文阅读

1. <strong>CVer 计算机视觉</strong>
2. <strong>跟李沐学 AI</strong>

# 工具

1. <strong>connectedpaper</strong>
2. <strong>Paperwithcode</strong>

# Machine Learning

- [Stanford CS229: Machine Learning](https://github.com/dair-ai/ML-YouTube-Courses#stanford-cs229-machine-learning)
- [Making Friends with Machine Learning](https://github.com/dair-ai/ML-YouTube-Courses#making-friends-with-machine-learning)
- [Applied Machine Learning](https://github.com/dair-ai/ML-YouTube-Courses#applied-machine-learning)
- [Introduction to Machine Learning (Tübingen)](https://github.com/dair-ai/ML-YouTube-Courses#introduction-to-machine-learning-T%C3%BCbingen)
- [Introduction to machine learning (Munich)](https://github.com/dair-ai/ML-YouTube-Courses#Introduction-to-machine-learning-Munich)
- [Statistical Machine Learning (Tübingen)](https://github.com/dair-ai/ML-YouTube-Courses#statistical-machine-learning-T%C3%BCbingen)
- [Probabilistic Machine Learning](https://github.com/dair-ai/ML-YouTube-Courses#probabilistic-machine-learning)

# Deep Learning

- [MIT: Deep Learning for Art, Aesthetics, and Creativity](https://github.com/dair-ai/ML-YouTube-Courses#mit-deep-learning-for-art-aesthetics-and-creativity)
- [Stanford CS230: Deep Learning (2018)](https://github.com/dair-ai/ML-YouTube-Courses#stanford-cs230-deep-learning-2018)
- [Practical Deep Learning for Coders](https://github.com/dair-ai/ML-YouTube-Courses#practical-deep-learning-for-coders)
- [Introduction to Deep Learning (MIT)](https://github.com/dair-ai/ML-YouTube-Courses#introduction-to-deep-learning)
- [Deep Learning: CS 182](https://github.com/dair-ai/ML-YouTube-Courses#deep-learning-cs-182)
- [Deep Unsupervised Learning](https://github.com/dair-ai/ML-YouTube-Courses#deep-unsupervised-learning)
- [NYU Deep Learning SP21](https://github.com/dair-ai/ML-YouTube-Courses#nyu-deep-learning-sp21)
- [Deep Learning (Tübingen)](https://github.com/dair-ai/ML-YouTube-Courses#deep-learning-T%C3%BCbingen)
- [Full Stack Deep Learning](https://github.com/dair-ai/ML-YouTube-Courses#full-stack-deep-learning)

# NLP

- [Stanford CS25 - Transformers United](https://github.com/dair-ai/ML-YouTube-Courses#stanford-cs25---transformers-united)
- [NLP Course (Hugging Face)](https://github.com/dair-ai/ML-YouTube-Courses#nlp-course-hugging-face)
- [CS224N: Natural Language Processing with Deep Learning](https://github.com/dair-ai/ML-YouTube-Courses#cs224n-natural-language-processing-with-deep-learning)
- [CMU Neural Networks for NLP](https://github.com/dair-ai/ML-YouTube-Courses#cmu-neural-networks-for-nlp)
- [CS224U: Natural Language Understanding](https://github.com/dair-ai/ML-YouTube-Courses#cs224u-natural-language-understanding)
- [CMU Advanced NLP](https://github.com/dair-ai/ML-YouTube-Courses#cmu-advanced-nlp)
- [Multilingual NLP](https://github.com/dair-ai/ML-YouTube-Courses#multilingual-nlp)
- [Advanced NLP](https://github.com/dair-ai/ML-YouTube-Courses#advanced-nlp)