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Dataset
Dataset
 
 
Feature_Engineering10_Dataprep.ipynb
Feature_Engineering10_Dataprep.ipynb
 
 
Feature_Engineering_1_All_Encoding_techniques.ipynb
Feature_Engineering_1_All_Encoding_techniques.ipynb
 
 
Feature_Engineering_2_MeanMedian.ipynb
Feature_Engineering_2_MeanMedian.ipynb
 
 
Feature_Engineering_3_Missing_Values.ipynb
Feature_Engineering_3_Missing_Values.ipynb
 
 
Feature_Engineering_4_Missing_Values.ipynb
Feature_Engineering_4_Missing_Values.ipynb
 
 
Feature_Engineering_5.1_Missing_Values_MICE.ipynb
Feature_Engineering_5.1_Missing_Values_MICE.ipynb
 
 
Feature_Engineering_5.2_Missing_Values_KNN&MICE.ipynb
Feature_Engineering_5.2_Missing_Values_KNN&MICE.ipynb
 
 
Feature_Engineering_5_Missing_Values_klib_library.ipynb
Feature_Engineering_5_Missing_Values_klib_library.ipynb
 
 
Feature_Engineering_6_Handling_Categorical_Feature.ipynb
Feature_Engineering_6_Handling_Categorical_Feature.ipynb
 
 
Feature_Engineering_7_Handling_Categorical_Feature.ipynb
Feature_Engineering_7_Handling_Categorical_Feature.ipynb
 
 
Feature_Engineering_8_Handling_Categorical_Feature.ipynb
Feature_Engineering_8_Handling_Categorical_Feature.ipynb
 
 
Feature_Engineering_9_Normalization_and_Scaling_techniques.ipynb
Feature_Engineering_9_Normalization_and_Scaling_techniques.ipynb
 
 
Outlier_Detection_1_Univariate_Techniques.ipynb
Outlier_Detection_1_Univariate_Techniques.ipynb
 
 
Outlier_Detection_2_IsolationForest_TimeSeries.ipynb
Outlier_Detection_2_IsolationForest_TimeSeries.ipynb
 
 
Outlier_Detection_3_DBSCAN_Python.ipynb
Outlier_Detection_3_DBSCAN_Python.ipynb
 
 
Outlier_Detection_4_AutoEncoders_ECG.ipynb
Outlier_Detection_4_AutoEncoders_ECG.ipynb
 
 
README.md
README.md
 
 
mercedes.csv
mercedes.csv
 
 
mobile_dataset.csv
mobile_dataset.csv
 
 
monthly-milk-production-pounds.csv
monthly-milk-production-pounds.csv
 
 
titanic.csv
titanic.csv
 
 

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#In this tutorial, feature engineering, outlier handling and FBprophet is discussed.

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encoding outliers autoencoder outlier-detection klib scaling preprocessing encodings feature-engineering dbscan normalization isolation-forest missing-values

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