Resource

机器学习基石blog
http://blog.fukuball.com/machine-learning-foundations-by-lin-xuan-tian-di-jiang-xue-xi-bi-ji/
python doc
https://docs.python.org/2/tutorial/

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好用的工具: scrapy

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把手教你用python抓网页数据 http://www.1point3acres.com/bbs/thread-83337-1-1.html

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如果有一定编程的基础，建议看 google's python class.

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各种API：
http://www.programmableweb.com/

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data mining tutorial
http://www.tutorialspoint.com/data_mining/

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Data Mining: Practical Machine Learning Tools and Techniques, Third Edition (Morgan Kaufmann Series in Data Management Systems)下载地址：
http://vdisk.weibo.com/s/pVi6wWCFD4C

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数据挖掘导论（完整版）.Introduction.To.Data.Mining 中文版下载地址：
http://download.csdn.net/detail/hyjouc/7776363

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Data Mining Techniques: For Marketing, Sales, and Customer Relationship 下载地址：
http://vdisk.weibo.com/s/aTQkfEwvLH-Fs

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USEFUL DATA MINING LINKS

www.kdnuggets.com is one of the most important 'hubs' for data mining.

http://www.mlnet.org/ is a hub funded by the european commission.

SIGKDD: The ACM Special Interest Group for Knowledge Discovery in Data and Data Mining.

Natural Computing Applications Forum (NCAF)---UK-based forum for data mining applications