Total machine Learning Materials (1)

Recently, I found some friends in the group always have nowhere to find when looking for information. There are many people who collect free information and then collect money on the Internet. I don’t like such people, so I share the files I collected with everyone. Baidu cloud is often out of order, if you encounter invalid links, please give me a comment in the comment section, I will update soon.

2018.1.22: Update all links to prevent failure.

1. Data Mining: Concepts and Techniques (Chinese Version 3)

Link: pan.baidu.com/s/1qZHErVI Password: KZRH

2: Matrix analysis. American Roger.A.Horn.

Link: pan.baidu.com/s/1bqBZi5T Password: 7ef5

3. Statistical learning Method Li Hang

Link: pan.baidu.com/s/1c3HwMkw Password: cozd

4: Probability theory and Mathematical statistics – Chen Xi-ru. PDF

Link: pan.baidu.com/s/1dGN0xCd Password: 5k5z

5: Mode Classification Second Edition Chinese version duda.pdf (full)

Link: pan.baidu.com/s/1i7b5w2L Password: l0y1

6: recommended system combat

Link: pan.baidu.com/s/1jKf7eOu Password: XRGZ

7: Machine learning and its applications

Link: pan.baidu.com/s/1oAeda22 Password: edC5

8: In-depth search engine – massive information compression, indexing, query

Link: pan.baidu.com/s/1pNqmoYJ Password: lvxy

9: Machine learning

Link: pan.baidu.com/s/1bqSokfP Password: 2gx3

10: Machine Learning System Design :Building Machine Learning Syste-Willi Richert

Link: pan.baidu.com/s/1pLiMol1 Password: TQMN

11: [o ‘Reilly] Machine Learning for Hacker

Link: pan.baidu.com/s/1bqSokfP Password: 2gx3

12: Machine learning practice Guide case application analysis

Link: pan.baidu.com/s/1bqSUhw7 Password: wel0

13: R language and data mining best practices and classic cases

Link: pan.baidu.com/s/1dqw3EI Password: NH0m

14: Data mining practical case analysis

Link: pan.baidu.com/s/1bppqkkZ Password: jGB8

15: Neural Networks and Machine Learning (3rd edition)

Link: pan.baidu.com/s/1htFmKhY Password: WMZF

16: Theory, Design and Applications of artificial Neural networks, 2nd Ed

Link: pan.baidu.com/s/1ggYlDGR Password: 1u4G

17: MATLAB neural network principle and examples of fine solution

Link: pan.baidu.com/s/1bqosAyb Password: 2gcn

18: Neural Network Design. Hagan, USA

Link: pan.baidu.com/s/1c3L07fE Password: ow5w

19: Deep learning by Bengio

Link: pan.baidu.com/s/1slv9s3F Password: csgu

20: Large-scale celebrity face annotation data set CelebA

Link: pan.baidu.com/s/1slkJZIX Password: a34N

21: Advanced Mathematics by Xu Xiaozhan

Link: pan.baidu.com/s/1bpLKn4V Password: u418

Xu Xiaozhan – Linear Algebra

Link: pan.baidu.com/s/1mhVvidy Password: rCH2

Zhejiang University – Basic course materials of Machine Learning

Link: pan.baidu.com/s/1dGaaK7Z Password: sinc

24: Ng – Machine learning Tutorials

Link: pan.baidu.com/s/1qYSLwk8 Password: JMPC

Stanford University – Fundamentals of Deep Learning

Link: pan.baidu.com/s/1hrX5duW Password: w9r9

26: Learning Deep Architectures for AI

Link: pan.baidu.com/s/1ck86ce Password: qz3b

27: Introduction to support vector machines

Link: pan.baidu.com/s/1o9K0lCY Password: LNTB

28: Pattern Recognition (2nd edition) Bian Zhaoqi, Zhang Xuegong

Link: pan.baidu.com/s/1smm4ihZ Password: t1ty

29: Neural Networks and Machine Learning (Original Book 3rd edition)

Link: pan.baidu.com/s/1jHYMT9s Password: jvi3

30: Neural Networks A Comprehensive Foundation

Link: pan.baidu.com/s/1dGDqYNR Password: Rq13

31: Modern Pattern Recognition – Sun Jixiang

Link: pan.baidu.com/s/1pM8mUfT Password: ixez

32: Machine learning stuff

Link: pan.baidu.com/s/1hugXftq Password: 3C6L

33: Artificial intelligence and big data

Link: pan.baidu.com/s/1eTDoXii Password: f9bh

34: CS271 Introduction to Artificial Intelligence AI Class

Link: pan.baidu.com/s/1qXVmUqK Password: 3uHP

Data Manipulation at Scale Systems and Algorithms

Link: pan.baidu.com/s/1o8iPmzw password: 64 p5

Lin Xuantian: machine learning techniques

Link: pan.baidu.com/s/1jIrdQKI Password: brce

37: Building blocks of machine learning

Link: pan.baidu.com/s/1jI7YOLo Password: 45hx

Andrew Ng on Coursera

Machine Learning by Andrew Ng

39: Classic papers on machine learning

Link: pan.baidu.com/s/1gf6JaPt Password: 3ext

40: :CS344 Intro To Parallel Programming Using CUDA

Link: pan.baidu.com/s/1nvpBKGp Password: zhym

41: Stanford University – Machine learning course

Link: pan.baidu.com/s/1kUG4cbt Password: 8yav

42: Natural Language Processing Collins

Link: pan.baidu.com/s/1nuZwG21 Password: T9JC

43: Collection of papers

Link: pan.baidu.com/s/1hr9O5pE Password: jkj6

Formal language and the theory of automata

Link: pan.baidu.com/s/1eTOKp8Y Password: d4de

45: Fundamentals of statistical natural language processing

Link: pan.baidu.com/s/1rap4nZQ Password: 2993

46: Zong Chengqing statistical natural language processing

Link: pan.baidu.com/s/1qZyb3nY Password: j7zc

47: An overview of natural language processing.

Link: pan.baidu.com/s/1c3rEtUS Password: dzlo

48: Conditional random field overview

Link: pan.baidu.com/s/1nxdzf1f Password: DXLO

49: Tagging.pdf

Link: pan.baidu.com/s/1eSm2rsu Password: 8b4s

50: icslp2002-srilm

Link: pan.baidu.com/s/1dFIYwA9 Password: 9p4K