A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
License: Apache License 2.0
总的来说原作者第二章大纲思路是清晰的，细节思路则有点乱。
其中【4.1 Data Cleaning-数据清洗】，sample_incomplete_rows["total_bedrooms"].fillna(median, inplace=True)
total_bedrooms不能用全体的中位数来填充，因为total_bedrooms和total_rooms紧密相关，而所有nan的total_bedrooms对应的total_rooms则波动很大，如果都用全体中位数来填充，这一百多条记录就成了污染，还不如直接dropna。严谨一点的话，可以取total_rooms相同或接近（±20%之类）的记录的total_bedrooms或其均值/中位数。
知乎上过来的，感谢楼主
碰上工程的不容易，star看看，不过这样子不会有版权问题吗？小心啊
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