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/