|
3 | 3 |
|
4 | 4 |
|
5 | 5 |
|
6 | | -##online class |
7 | | -- [CS229 Machine Learning](CS229 Machine Learning/) |
| 6 | +##Coursera |
| 7 | +####Andrew Ng--Stanford University |
8 | 8 |
|
| 9 | +- [Machine Learning](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning-Andrew%20Ng) |
9 | 10 |
|
10 | | -##note |
| 11 | + |
| 12 | +####Emily Fox & Carlos Guestrin--University of Washington |
| 13 | + |
| 14 | +- [Machine Learning](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning) |
| 15 | + |
| 16 | + |
| 17 | +####Hsuan-Tien Lin--Taiwan University |
| 18 | +- [Machine Learning Foundations](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning%20Foundations) |
| 19 | +- [Machine Learning Techniques](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning%20Techniques) |
| 20 | + |
| 21 | + |
| 22 | + |
| 23 | +##Book Note |
11 | 24 | - [Building Machine Learning Systems](Building Machine Learning Systems/) |
12 | 25 | - [Learning Data Mining with Python](Learning Data Mining with Python/) |
13 | 26 | - [Machine Learning in Action](Machine Learning in Action/) |
|
17 | 30 | - [Web Scraping with Python](Web Scraping with Python/) |
18 | 31 | - [Learning Spark: Lightning-fast Data Analysis](Learning Spark/) |
19 | 32 |
|
20 | | -#webset |
| 33 | +##Competitions |
21 | 34 | - [Kaggle](Kaggle/) |
22 | 35 | - [Euler](Euler/) |
23 | 36 |
|
24 | 37 |
|
25 | 38 | ##课程 |
26 | | -- [斯坦福大学《机器学习》课程](CS229 Machine Learning/) |
| 39 | +####吴恩达--斯坦福大学 |
| 40 | + |
| 41 | +- [机器学习](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning-Andrew%20Ng) |
| 42 | + |
| 43 | + |
| 44 | +####Emily Fox & Carlos Guestrin--华盛顿大学 |
| 45 | + |
| 46 | +- [机器学习](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning) |
27 | 47 |
|
28 | | -##书籍 |
| 48 | + |
| 49 | +####林軒田--台湾大学 |
| 50 | +- [机器学习基石](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning%20Foundations) |
| 51 | +- [机器学习技法](https://github.com/xxg1413/coursera/tree/master/Machine%20Learning%20Techniques) |
| 52 | + |
| 53 | +##读书 |
29 | 54 | - [机器学习系统设计](Building Machine Learning Systems/) |
30 | | -- [Python数据挖掘入门与实践](Learning Data Mining with Python/) |
31 | 55 | - [机器学习实战](Machine Learning in Action/) |
32 | 56 | - [Python数据分析基础教程:NumPy学习指南](NumPy Beginner's Guide/) |
| 57 | +- [Python数据挖掘入门与实践](Learning Data Mining with Python/) |
33 | 58 | - [集体智慧编程](Programming Collective Intelligence/) |
34 | 59 | - [R语言-实用数据分析和可视化技术](R for Everyone/) |
35 | 60 | - [Python网络数据采集](Web Scraping with Python/) |
36 | 61 |
|
37 | | -#竞赛 |
| 62 | + |
| 63 | +##竞赛 |
38 | 64 | - [Kaggle练习题题解](Kaggle/) |
39 | 65 | - [Euler项目题解](Euler/) |
40 | 66 |
|
41 | 67 |
|
42 | | -##项目 |
| 68 | + |
| 69 | +##入门 |
| 70 | +- [numpy](numpy-tutorial/) |
| 71 | +- [pandas](pandas-tutorial/) |
| 72 | +- [sklearn](sklearn-turorial/) |
| 73 | +- [tensorflow](https://github.com/xxg1413/Tensorflow/tree/master/tutorial) |
| 74 | + |
| 75 | + |
| 76 | +##Spark |
| 77 | +- [Introduction to Apache Spark](https://github.com/xxg1413/edx/tree/master/Introduction%20to%20Apache%20Spark) |
| 78 | +- [Distributed Machine Learning with Apache Spark](https://github.com/xxg1413/edx/tree/master/Distributed%20Machine%20Learning%20with%20Apache%20Spark) |
| 79 | +- [Big Data Analysis with Apache Spark]() |
| 80 | + |
| 81 | + |
| 82 | + |
| 83 | +##项目列表 |
43 | 84 | - Python爬虫:豆瓣书籍 |
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