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Name		Name	Last commit message	Last commit date
Data		Data
1.1 Python Basic.ipynb		1.1 Python Basic.ipynb
2 Data Collection.ipynb		2 Data Collection.ipynb
2.7 Web Crawler.ipynb		2.7 Web Crawler.ipynb
3.1 Pandas Introduction.ipynb		3.1 Pandas Introduction.ipynb
3.2.2 Series and DataFrame Introduction.ipynb		3.2.2 Series and DataFrame Introduction.ipynb
3.4 Detecting Missing Value.ipynb		3.4 Detecting Missing Value.ipynb
3.5 Imputing Missing Value.ipynb		3.5 Imputing Missing Value.ipynb
3.6 House Data Missing Value Detection and Imputation.ipynb		3.6 House Data Missing Value Detection and Imputation.ipynb
4.1 Data Transformation.ipynb		4.1 Data Transformation.ipynb
4.2 Time Conversion.ipynb		4.2 Time Conversion.ipynb
4.3 Reshaping Data.ipynb		4.3 Reshaping Data.ipynb
4.4 Regular Expression.ipynb		4.4 Regular Expression.ipynb
4.5 News Data Preprocessing.ipynb		4.5 News Data Preprocessing.ipynb
5.1 Descriptive Statistics.ipynb		5.1 Descriptive Statistics.ipynb
5.2 Visualization.ipynb		5.2 Visualization.ipynb
6.2 Store Data Into Database.ipynb		6.2 Store Data Into Database.ipynb
6.3 Analyze Structured Data With SQL Query.ipynb		6.3 Analyze Structured Data With SQL Query.ipynb
6.4 Store Currency Data Into Database.ipynb		6.4 Store Currency Data Into Database.ipynb
7.4 Regression.ipynb		7.4 Regression.ipynb
7.5 Regression Validation.ipynb		7.5 Regression Validation.ipynb
8.1 Decision Tree.ipynb		8.1 Decision Tree.ipynb
8.2 Logistic Regression.ipynb		8.2 Logistic Regression.ipynb
8.3 SVM.ipynb		8.3 SVM.ipynb
8.4 Neural Network.ipynb		8.4 Neural Network.ipynb
8.5 Random Forest.ipynb		8.5 Random Forest.ipynb
9.1 Confusion Matrix.ipynb		9.1 Confusion Matrix.ipynb
9.2 Cross Validation.ipynb		9.2 Cross Validation.ipynb
9.3 ROC Curve.ipynb		9.3 ROC Curve.ipynb
README.md		README.md
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Python与数据科学实战

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