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dota2_data_analysis_tutorial

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《数据分析入门课程》配套代码

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# 使用DOTA2数据源进行教学的《数据分析入门课程》

1. [第一课：与其感慨路难行，不如马上出发](https://github.com/dota2heqiuzhi/dota2_data_analysis_tutorial/blob/7d2e69b91926d56be6c8f3908c86badc9e4a0966/%E7%AC%AC%E4%B8%80%E8%AF%BE%EF%BC%9A%E4%B8%8E%E5%85%B6%E6%84%9F%E6%85%A8%E8%B7%AF%E9%9A%BE%E8%A1%8C%EF%BC%8C%E4%B8%8D%E5%A6%82%E9%A9%AC%E4%B8%8A%E5%87%BA%E5%8F%91/%E6%95%99%E6%9D%90.md)

2. [第二课：使用SQL解决「基础统计类」问题](https://github.com/dota2heqiuzhi/dota2_data_analysis_tutorial/blob/508229d53bad8f6489a3b7d0bd4d15a8fe4ca255/%E7%AC%AC%E4%BA%8C%E8%AF%BE%EF%BC%9A%E4%BD%BF%E7%94%A8SQL%E5%92%8CPython%E8%A7%A3%E5%86%B3%E3%80%8C%E5%9F%BA%E7%A1%80%E7%BB%9F%E8%AE%A1%E7%B1%BB%E3%80%8D%E9%97%AE%E9%A2%98/%E4%BD%BF%E7%94%A8SQL%E5%92%8Cpython%E8%A7%A3%E5%86%B3%E3%80%8C%E5%9F%BA%E7%A1%80%E7%BB%9F%E8%AE%A1%E7%B1%BB%E3%80%8D%E9%97%AE%E9%A2%98%E7%A4%BA%E4%BE%8B.md)

3. [第三课：使用python调用api获取DOTA2数据源](https://github.com/dota2heqiuzhi/dota2_data_analysis_tutorial/blob/a984cee18cc59bb61a8a6278d141bc4171437e54/%E7%AC%AC%E4%B8%89%E8%AF%BE%EF%BC%9A%E4%BD%BF%E7%94%A8python%E8%B0%83%E7%94%A8api%E8%8E%B7%E5%8F%96DOTA2%E6%95%B0%E6%8D%AE%E6%BA%90/%E4%BD%BF%E7%94%A8python%E8%B0%83%E7%94%A8api%E8%8E%B7%E5%8F%96dota2%E6%95%B0%E6%8D%AE.md)

4. [第四课：常用因果推断方法](https://github.com/dota2heqiuzhi/dota2_data_analysis_tutorial/blob/bb435baa6e8e3457f10ed78df4c4095693343d88/%E7%AC%AC%E5%9B%9B%E8%AF%BE%EF%BC%9A%E5%9B%A0%E6%9E%9C%E6%8E%A8%E6%96%AD/%E5%B8%B8%E7%94%A8%E5%9B%A0%E6%9E%9C%E6%8E%A8%E6%96%AD%E6%96%B9%E6%B3%95.md)

课程录像：https://share.weiyun.com/rxlUMNfL

dota2_data_analysis_tutorial

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