李菲菲计算机视觉权威教程：http://cs231n.github.io/

深度学习的学习路线图：http://www.cnblogs.com/cyruszhu/p/5496913.html

深度学习相关论文整理：https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

如何2月内掌握深度学习：https://www.quora.com/How-do-I-learn-deep-learning-in-2-months

• 计算机视觉
• 自然语言处理
• 语音识别

• Caffee
• PyTorch
• Tensorflow

Read these articles if you are mind of frameworks:

https://agi.io/2018/02/09/survey-machine-learning-frameworks/

https://www.quora.com/What-is-the-difference-between-PyTorch-Caffe-and-TensorFlow

https://deeplearning4j.org/compare-dl4j-tensorflow-pytorch

https://awni.github.io/pytorch-tensorflow/

从SGD到NadaMax，十种优化算法原理及实现