Machine learning has always been a hot area. This xiaobian should be everyone’s needs, sorted out many related learning videos and books.
This sharing includes: “Fundamentals of Machine Learning” and “Machine Learning Techniques” video teaching by Lin Xuantian from Taiwan University, “Machine learning sharing by Ng,” advanced mathematics and linear algebra video by Xu Xiaozhan, as well as PDF books related to machine learning and deep learning.
At the end of the article released about this information download way, collation is not easy, hope to get at the same time can spread to more partners in need! In the public account [Pegasus] background reply number“35”, you can view the way to obtain, remember to quickly obtain save oh!
Cornerstones and Techniques by Mr. Lin Xuantian
The cornerstone and Techniques written by Lin Xuantian from Taiwan University are very consistent with the logic of machine learning. They are introduced from usage and feasibility to some complex algorithms, such as GBDT, RF, SVM and even deep learning. I think this is suitable for people who are advanced in machine learning and want to understand the ins and outs of machine learning. (The techniques include PDF version)
Ng machine learning
Mr. Ng needless to say, every machine learner, his class is a must.
Advanced Mathematics and Linear Mathematics by Xu Xiaozhan
Here are teacher Xu Xiaozhan’s “Advanced Mathematics” video (138) and “Linear Mathematics” video (64), this is also a lot of friends are looking forward to, I hope this time to share helpful ~
Books data
Here are some books: Data mining conceptual techniques and case studies, statistical learning methods, Neural networks and machine Learning, natural language Processing.
I believe that this time to share, will let you harvest a lot!
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Navigation recovery number [35]
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