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data
 
 
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images
 
 
results
results
 
 
1.1.contents_intr.pptx
1.1.contents_intr.pptx
 
 
1.2.data_analysis_model_intr.ipynb
1.2.data_analysis_model_intr.ipynb
 
 
2.1.install_anaconda_python.ipynb
2.1.install_anaconda_python.ipynb
 
 
2.2.packages_required.ipynb
2.2.packages_required.ipynb
 
 
2.3.install_packages_required.ipynb
2.3.install_packages_required.ipynb
 
 
2.4.creat_access_work_directory.ipynb
2.4.creat_access_work_directory.ipynb
 
 
3.1.read_write_data.ipynb
3.1.read_write_data.ipynb
 
 
3.2.acess_information.ipynb
3.2.acess_information.ipynb
 
 
3.3.rename_columns.ipynb
3.3.rename_columns.ipynb
 
 
3.4.slicing_data.ipynb
3.4.slicing_data.ipynb
 
 
3.5.sort_dataframe.ipynb
3.5.sort_dataframe.ipynb
 
 
3.6.filter_dataframe.ipynb
3.6.filter_dataframe.ipynb
 
 
3.7.group_dataframe.ipynb
3.7.group_dataframe.ipynb
 
 
3.8.calculate_statistics.ipynb
3.8.calculate_statistics.ipynb
 
 
4.1.missing_value_detection.ipynb
4.1.missing_value_detection.ipynb
 
 
4.2.impute_missing_values.ipynb
4.2.impute_missing_values.ipynb
 
 
4.3.outlier_detection.ipynb
4.3.outlier_detection.ipynb
 
 
4.4.outlier_treatement.ipynb
4.4.outlier_treatement.ipynb
 
 
4.5.correlation_feature_selection.ipynb
4.5.correlation_feature_selection.ipynb
 
 
4.6.encode_categorical.ipynb
4.6.encode_categorical.ipynb
 
 
4.7.split_data.ipynb
4.7.split_data.ipynb
 
 
4.8.data_normalization.ipynb
4.8.data_normalization.ipynb
 
 
5.1.linear_statmodel_process.ipynb
5.1.linear_statmodel_process.ipynb
 
 
5.2-5.7.linear_statmodel.ipynb
5.2-5.7.linear_statmodel.ipynb
 
 
6.1.linear_ml_model_process.ipynb
6.1.linear_ml_model_process.ipynb
 
 
6.2-6.5.linear_ml_model.ipynb
6.2-6.5.linear_ml_model.ipynb
 
 
README.md
README.md
 
 

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