本文是对作者@Daniel Martinez(https://twitter.com/danielmartinezf)在GitHub上的开源项目介绍，作者经过思想导图对深度学习和机器学习中的一些要点和架构进行了整理。

深度学习

1. 概念

2. 架构

3. Tensorflow库

PDF版别下载地址

https://github.com/dformoso/deeplearning-mindmap/blob/master/Deep%20Learning.pdf

运用东西

MindNode软件(Mac渠道)：https://mindnode.com

思想导图参考资料(部分)

• Stanford and Oxford Lectures. CS20SI, CS224d.
• Books:
  • Deep Learning - Goodfellow
  • Pattern Recognition and Machine Learning - Bishop
  • The Elements of Statistical Learning - Hastie.
• Colah's Blog. http://colah.github.io
• Kaggle Notebooks.
• Tensorflow Documentation pages.
• Google Cloud Data Engineer certification materials.
• Multiple Wikipedia articles.

机器学习思想导图

1.进程

2.数据处理

3.数学根底

4.概念

5.模型

PDF版别下载

https://github.com/dformoso/machine-learning-mindmap/blob/master/Machine%20Learning.pdf

运用东西

MindNode软件(Mac渠道)：https://mindnode.com

思想导图参考资料(部分)

• Stanford and Oxford Lectures. CS20SI, CS224d.
• Books:
  • Deep Learning - Goodfellow.
  • Pattern Recognition and Machine Learning - Bishop.
  • The Elements of Statistical Learning - Hastie.
• Colah's Blog. http://colah.github.io
• Kaggle Notebooks.
• Tensorflow Documentation pages.
• Google Cloud Data Engineer certification materials.
• Multiple Wikipedia articles.

GitHub项目地址

• https://github.com/dformoso/deeplearning-mindmap
• https://github.com/dformoso/machine-learning-mindmap