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No01-Load-in-the-data.py
No01-Load-in-the-data.py
 
 
No02-What-are-we-predicting.py
No02-What-are-we-predicting.py
 
 
No03-Verifying-Data-Load.py
No03-Verifying-Data-Load.py
 
 
No04-Verifying-DataTypes.py
No04-Verifying-DataTypes.py
 
 
No05-Using-Corr.py
No05-Using-Corr.py
 
 
No06-Using-Visualizations-distplot.py
No06-Using-Visualizations-distplot.py
 
 
No07-Using-Visualizations-lmplot.py
No07-Using-Visualizations-lmplot.py
 
 
No08-Dropping-a-list-of-columns.py
No08-Dropping-a-list-of-columns.py
 
 
No09-Using-text-filters-to-remove-records.py
No09-Using-text-filters-to-remove-records.py
 
 
No10-Filtering-numeric-fields-conditionally.py
No10-Filtering-numeric-fields-conditionally.py
 
 
No11-Custom-Percentage-Scaling.py
No11-Custom-Percentage-Scaling.py
 
 
No12-caling-your-scalers.py
No12-caling-your-scalers.py
 
 
No13-Correcting-Right-Skew-Data.py
No13-Correcting-Right-Skew-Data.py
 
 
No14-Visualizing-Missing-Data.py
No14-Visualizing-Missing-Data.py
 
 
No15-Imputing-Missing-Data.py
No15-Imputing-Missing-Data.py
 
 
No16-Calculate-Missing-Percents.py
No16-Calculate-Missing-Percents.py
 
 
No17-A-Dangerous-Join.py
No17-A-Dangerous-Join.py
 
 
No18-Spark-SQL-Join.py
No18-Spark-SQL-Join.py
 
 
No19-Checking-for-Bad-Joins.py
No19-Checking-for-Bad-Joins.py
 
 
No20-Differences.py
No20-Differences.py
 
 
No21-Ratios.py
No21-Ratios.py
 
 
No22-Deeper-Features.py
No22-Deeper-Features.py
 
 
No23-Time-Components.py
No23-Time-Components.py
 
 
No24-Joining-On-Time-Components.py
No24-Joining-On-Time-Components.py
 
 
No25-Date-Math.py
No25-Date-Math.py
 
 
No26-Extracting-Text-to-New-Features.py
No26-Extracting-Text-to-New-Features.py
 
 
No27-Splitting-Exploding.py
No27-Splitting-Exploding.py
 
 
No28-Pivot -Join.py
No28-Pivot -Join.py
 
 
No29-Binarizing-Day-of-Week.py
No29-Binarizing-Day-of-Week.py
 
 
No30-Bucketing.py
No30-Bucketing.py
 
 
No31-One-Hot-Encoding.py
No31-One-Hot-Encoding.py
 
 
No32-Creating-Time-Splits.py
No32-Creating-Time-Splits.py
 
 
No33-Adjusting-Time-Features.py
No33-Adjusting-Time-Features.py
 
 
No34-Dropping-Columns-with-Low-Observations.py
No34-Dropping-Columns-with-Low-Observations.py
 
 
No35-Naively-Handling-Missing-and-Categorical-Values.py
No35-Naively-Handling-Missing-and-Categorical-Values.py
 
 
No36-Building-a-Regression-Model.py
No36-Building-a-Regression-Model.py
 
 
No37-Evaluating-Comparing-Algorithms.py
No37-Evaluating-Comparing-Algorithms.py
 
 
No38-Interpreting-Results.py
No38-Interpreting-Results.py
 
 
No39-Saving-Loading-Models.py
No39-Saving-Loading-Models.py