【 introduction 】From the public account in the AI field, the BIG V in the AI field to the open source organization in the AI field, every effort, every original article and every persistence deserve to be respected.

Platform introduction \

ø Machine learning algorithms and natural language processing

【 introduction 】A PhD candidate in Harbin Institute of Technology (NLP) on the road to technical improvement, provides you with a series of notes, experiences and insights on my way to study. The official account has nearly 20W followers, and the Zhihu column has nearly 30,000 followers. The company ranks no. 1 in the field of natural language processing and machine learning algorithm.

► Original classic \

  1. Softmax function and its derivation process \

  2. The function of neuron w and b parameters can be explained

  3. Popular understanding of neural network BP back propagation algorithm

Platform introduction \

► Machine learning beginners

【 introduction 】Dr. Huang haiguang’s personal public account, Dr. Huang Haiguang’s personal zhihu fans more than 15,000, github ranks among the top 200 in the world. This public number is committed to the direction of artificial intelligence science articles, for beginners to provide learning routes and basic information. Original works include: Personal Notes on Machine learning, notes on deep learning, etc.

► Original classic \

  1. Introduction to Machine learning (2018 edition) \

  2. Github image download by Dr. Hoi Kwong (Machine learning and deep Learning resources) \

  3. Machine learning essential treasure book – “statistical learning methods” python code implementation, ebook and courseware

Platform introduction \

Excellent Datawale

【 introduction 】Datawhale is an open source organization focusing on the field of AI, which was awarded as a national project of Shanghai Jiao Tong University in 2019. It is committed to building an influential open source community in China and sharing high-quality open source content. At present, there are more than 20,000 wechat eco-learners, and the members of the organization cover more than 50 well-known universities at home and abroad, such as Beiqing Jiaotong And Zhejiang University, Berkeley, Stanford University, UMD, Hong Kong University of Science and Technology, Hong Kong Chinese University, as well as more than 10 well-known enterprises, such as Ali, Baidu, Toutiao, Microsoft and IBM.

► Original classic \

  1. From beginner to champion China moving Crowd drawing Contest TOP1 experience sharing
  2. Blockbuster | complete AI learning course, the most detailed resources arrangement!
  3. “Zhou Zhihua Detailed Formula Derivation version of Machine Learning” was released, and Pumpkin – Book, Datawhale open source project