General

• 《Introduction to machine learning》by Quentin de Laroussilhe
  • 机器学习与深度学习介绍

Deep Learning Trends @ICLR 2016

Miscellaneous

Other list

(整理自：https://github.com/robertsdionne/neural-network-papers)

• DeepLearning University An Annotated Deep Learning Bibliography Memkite
• github.com/memkite/DeepLearningBibliography
• Deep Learning for NLP resources
• Reading List Deep Learning
• Reading lists for new MILA students
• Awesome Recurrent Neural Networks
• Awesome Deep Learning
• Deep learning Reading List
• A curated list of speech and natural language processing resources
• speech language processing
• CS089/CS189: Deep Learning, Spring 2015

Math

• 线性代数的本质
• 《Where do I start with learning machine learning math? | Reddit》

无监督学习

• Navigating the unsupervised learning landscape