推荐8本关于AI和机器学习的经典书籍，大部分都有完整版PDF下载。

机器学习和深度学习基础（适合初学者）

1. Andriy Burkov：The Hundred-Page Machine Learning Book

PDF：

https://pdf.zlibcdn.com/dtoken/4d82356f2bb44f73f4a94a7c489f6b4f/The_hundred-page_machine_learning_book_by_Burkov,__3710356_(z-lib.org).pdf

2. Meor Amer：A visual introduction to Deep Learning

相关资源：

https://www.kdimensions.com/l/visualdl

机器学习框架：Pytorch、Tensorflow、Keras

3. Eli Stevens, Luca Antiga, and Thomas Viehmann：Deep Learning with PyTorch

PDF :

https://pytorch.org/assets/deep-learning/Deep-Learning-with-PyTorch.pdf

4.François Chollet：Deep Learning with Python（2nd Edition）

PDF：

https://drive.google.com/uc?export=download&id=1czfFQr2qWRBVGmrYyg_jzv0Q_-eJl5ip

5. Laurence Moroney：AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence

PDF :

https://drive.google.com/file/d/1-WViisjDgKzvdw-AZ0CLXctiGspP84SJ/view?usp=sharing

MLOP：云、生产和深度学习工程

6. Sergios Karagianakos：Deep learning in production

相关资源：

https://github.com/The-AI-Summer/Deep-Learning-In-Production

7. Andriy Burkov：Machine learning engineering

PDF:

https://drive.google.com/uc?export=download&id=1P0h-3e5Po-gIO-eb8dtYdyHkmzlDGLCS

深度学习理论

8. Ian Goodfellow, Yoshua Bengio, Aaron Courville：Deep Learning

PDF:

https://polarai.cn/265.html

 

原文链接：

https://theaisummer.com/deep-learning-books-2022/

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