机器学习资料合计（二）附链接

推荐阅读时间：5min~8min

主要内容：经典资源推荐：如果不能使用的,请在知乎评论区告知(ps:最近在刷李飞飞CS231n2017,有兴趣的小伙伴多多交流哇!)

1:国外计算机课程视频:

CS046 Introduction to Programming in Java Learning Java

链接:微云分享

2:CS101 Intro to Computer Science Building a Search Engine

链接: https://pan.baidu.com/s/1pLJuLHh 密码: ibsg

3:CS212 Design of Computer Programs Programming

链接: https://pan.baidu.com/s/1bF1tPc 密码: ir7e

4:CS215 Algorithms Crunching Social Networks

链接: https://pan.baidu.com/s/1mitc3Ok 密码: 8rju

5:CS222 Differential Equations Making Math Matter

链接: https://pan.baidu.com/s/1pL9RzOR 密码: t1q3

6:CS255 HTML5 Game Development Building High Perfor

链接: https://pan.baidu.com/s/1sl0tTXN 密码: pv5b

7:CS259 Software Debugging Automating the Boring Tasks

链接: https://pan.baidu.com/s/1jHPuqLg 密码: sut2

8:CS262 Programming Languages Building a Web Browser

链接: https://pan.baidu.com/s/1c2B9JvM 密码: t6fe

9:CS271 Introduction to Artificial Intelligence AI Class

链接: https://pan.baidu.com/s/1c19r9pm 密码: fu39

10:CS291 Interactive 3D Graphics Creating Virtual Worlds

链接: https://pan.baidu.com/s/1jH9f002 密码: isy7

11:CS313 Introduction to Theoretical Computer Science

链接: https://pan.baidu.com/s/1hskxifi 密码: 7pfs

12::CS344 Intro To Parallel Programming Using CUDA

链接: https://pan.baidu.com/s/1hsaTKag 密码: f8jy

13:CS348 Functional Hardware Verification

链接: https://pan.baidu.com/s/1skFCDvZ 密码: wc48

14:CS373 Artificial Intelligence for Robotics Programming

链接: https://pan.baidu.com/s/1jIKkWVc 密码: 17qr

15:CS387 Applied Cryptography The Science of Secrets

链接: https://pan.baidu.com/s/1boCb4bP 密码: azc1

16:EP245 How to Build a Startup The Lean LaunchPad

链接: https://pan.baidu.com/s/1nvwypqL 密码: w897

17:MA004 Introductory Algebra Review

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18:MA006 Visualizing Algebra Problems and Patterns

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19:MA008 College Algebra Animals, Architecture

链接: https://pan.baidu.com/s/1i4UMdt7 密码: fva9

20:PH100 Intro to Physics Landmarks in Physics

链接: https://pan.baidu.com/s/1dFnRf81 密码: 4bsr

21:PS001 Introduction to Psycholo

链接微云分享

22:ST095 Statistics The Science of Decisions

链接: https://pan.baidu.com/s/1c8VTh0 密码: 442x

23::ST101 Intro to Statistics Making Decisions Based on Data

链接: https://pan.baidu.com/s/1kUNW3mZ 密码: 3adi

一些书籍:

1:凸优化-中译本(扫描)

链接: https://pan.baidu.com/s/1jI3VWr0 密码: wc2p

2::Finding scientific topics

链接: https://pan.baidu.com/s/1boXarfD 密码: tx83

3:推荐系统实践

链接: https://pan.baidu.com/s/1boAF8uj 密码: w4fq

4:Python数据分析基础教程：NumPy学习指南（第2版）

链接: https://pan.baidu.com/s/1sleFiFF 密码: 4vnn

5:《利用Python进行数据分析》.(Wes McKinney)

链接: https://pan.baidu.com/s/1hr5LDha 密码: 8g9f

6::统计自然语言处理基础.

链接: https://pan.baidu.com/s/1bpprawv 密码: 6en3

7:Python核心编程

链接: https://pan.baidu.com/s/1pLrA0jD 密码: sf5k

8:形式语言与自动机理论

链接: https://pan.baidu.com/s/1pLh1a8j 密码: 8zps

9:用Python进行自然语言处理

链接: https://pan.baidu.com/s/1eSq6Ywq 密码: b7hs

10:自然语言处理综论

链接: https://pan.baidu.com/s/1kVQU0p5 密码: rej5

11:宗成庆统计自然语言处理

链接: https://pan.baidu.com/s/1kVrcAKB 密码: s5s3

12::deep learning by bengio

链接: https://pan.baidu.com/s/1o89n4JS 密码: y7xy

13:Error-tolerant.

链接: https://pan.baidu.com/s/1i5zonoL 密码: 4uxj

14:Tagging

链接: https://pan.baidu.com/s/1c2avSty 密码: rean

15:crf-tutorial

链接: https://pan.baidu.com/s/1qYfxpA8 密码: mbfz

16:汉语问答系统关键技术研究_吴友政

链接: https://pan.baidu.com/s/1i57vK7z 密码: hpf1

17:一种自适应词性标注方法

链接: https://pan.baidu.com/s/1mhI4K6c 密码: 95gw

18::PLSA及EM算法-yangliuy

链接: https://pan.baidu.com/s/1nvrE4Gh 密码: ymcz