├── 1. Housing in Mexico ├── 1. Housing in Mexico.pdf └── Practice notebooks │ ├── Add new column, drop a column.py │ ├── Boxplot.py │ ├── Concat function.py │ ├── Create new columns.py │ ├── Drop NaNs.py │ ├── Drop columns.py │ ├── Histogram.py │ ├── Import CSV.py │ ├── Inspect data.py │ ├── README.md │ ├── bar chart.py │ ├── correlation coefficient.py │ ├── describe () method.py │ ├── groupby() method.py │ ├── scatter plot.py │ ├── scatter_mapbox.py │ └── value_counts() method.py ├── 2. Housing in Buenos Aires └── Practice Notebooks │ ├── README.md │ ├── baseline.py │ ├── glob ().py │ ├── important DS libraries.py │ ├── model_ build & fit.py │ ├── predict.py │ ├── retrieve data.py │ ├── split.py │ └── wrangle () function.py ├── 3. Air Quality In Nairobi └── Practice Notebooks │ ├── ACFplot.py │ ├── ARmodel.py │ ├── Baseline.py │ ├── MongoDB.py │ ├── PACFplot.py │ ├── PrettyPrinter.py │ ├── README.md │ ├── aggregate().py │ ├── communicate.py │ ├── distinct().py │ ├── finalModel.py │ ├── libraries.py │ ├── rollingAvg.py │ ├── split.py │ ├── timeSeriesplot.py │ ├── wfv.py │ └── wrangle().py ├── 4. Earthquake Damage In Nepal └── Practice Notebooks │ ├── 1) libraries.py │ ├── 2) connect.py │ ├── 3) get_tables.py │ ├── 4) explore_tables.py │ ├── 5) JOIN.py │ ├── 6) wrangle().py │ ├── 7) barChart.py │ ├── 8) boxplot.py │ ├── 9) pivot_table.py │ ├── 91) vertical_split.py │ ├── 92) horizontal_split.py │ ├── 93) baseline.py │ ├── 94) log_reg.py │ ├── 95) accuracy_score.py │ ├── 96) decision_tree.py │ ├── 97) validation_curve.py │ ├── 98) tests.py │ ├── 99) communicate.py │ ├── 991) others.py │ └── README.md ├── 5. Bankruptcy In Poland └── Practice Notebooks │ ├── GridSearchCV.py │ ├── README.md │ ├── acc_score.py │ ├── bar.py │ ├── barh.py │ ├── best_params.py │ ├── classif_reports.py │ ├── clf_cv.py │ ├── conf_matrix.py │ ├── import.py │ ├── interactive_dash.py │ ├── libraries.py │ ├── naNs.py │ ├── resampling.py │ ├── save_and_load.py │ ├── splits.py │ └── wrangle.py ├── 6. Consumer Finances In USA └── Practice Notebooks │ ├── 1_import.py │ ├── 2_explore.py │ ├── 3_explore.py │ ├── 4_split.py │ ├── 6_communicate.py │ ├── README.md │ ├── libraries.py │ └── model.py ├── 7. AB Testing at WorldQuant University └── Practice Notebooks │ ├── README.md │ ├── aggregate.py │ ├── choropleth_map.py │ ├── connect.py │ ├── contingency_bar.py │ ├── contingency_table.py │ ├── country_converter.py │ ├── crosstab.py │ ├── imports.py │ ├── load.py │ ├── mongo_instance.py │ ├── our_mongo_class.py │ ├── probability.py │ ├── run_exp.py │ ├── statistic_power.py │ └── statistical_summary.py ├── 8. Volatility Forecasting In India └── Practice Notebooks │ ├── data.py │ ├── main.py │ └── model.py └── README.md /1. Housing in Mexico/1. Housing in Mexico.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/1. Housing in Mexico.pdf -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Add new column, drop a column.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Add new column, drop a column.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Boxplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Boxplot.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Concat function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Concat function.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Create new columns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Create new columns.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Drop NaNs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Drop NaNs.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Drop columns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Drop columns.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Histogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Histogram.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Import CSV.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Import CSV.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/Inspect data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/Inspect data.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/README.md -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/bar chart.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/bar chart.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/correlation coefficient.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/correlation coefficient.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/describe () method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/describe () method.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/groupby() method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/groupby() method.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/scatter plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/scatter plot.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/scatter_mapbox.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/scatter_mapbox.py -------------------------------------------------------------------------------- /1. Housing in Mexico/Practice notebooks/value_counts() method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/1. Housing in Mexico/Practice notebooks/value_counts() method.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/README.md -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/baseline.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/glob ().py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/glob ().py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/important DS libraries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/important DS libraries.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/model_ build & fit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/model_ build & fit.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/predict.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/retrieve data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/retrieve data.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/split.py -------------------------------------------------------------------------------- /2. Housing in Buenos Aires/Practice Notebooks/wrangle () function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/2. Housing in Buenos Aires/Practice Notebooks/wrangle () function.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/ACFplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/ACFplot.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/ARmodel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/ARmodel.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/Baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/Baseline.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/MongoDB.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/MongoDB.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/PACFplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/PACFplot.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/PrettyPrinter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/PrettyPrinter.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/README.md -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/aggregate().py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/aggregate().py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/communicate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/communicate.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/distinct().py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/distinct().py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/finalModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/finalModel.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/libraries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/libraries.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/rollingAvg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/rollingAvg.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/split.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/timeSeriesplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/timeSeriesplot.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/wfv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/wfv.py -------------------------------------------------------------------------------- /3. Air Quality In Nairobi/Practice Notebooks/wrangle().py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/3. Air Quality In Nairobi/Practice Notebooks/wrangle().py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/1) libraries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/1) libraries.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/2) connect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/2) connect.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/3) get_tables.py: -------------------------------------------------------------------------------- 1 | %%sql 2 | SELECT name 3 | FROM sqlite_schema 4 | WHERE type = "table" 5 | -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/4) explore_tables.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/4) explore_tables.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/5) JOIN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/5) JOIN.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/6) wrangle().py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/6) wrangle().py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/7) barChart.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/7) barChart.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/8) boxplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/8) boxplot.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/9) pivot_table.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/9) pivot_table.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/91) vertical_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/91) vertical_split.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/92) horizontal_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/92) horizontal_split.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/93) baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/93) baseline.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/94) log_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/94) log_reg.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/95) accuracy_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/95) accuracy_score.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/96) decision_tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/96) decision_tree.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/97) validation_curve.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/97) validation_curve.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/98) tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/98) tests.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/99) communicate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/99) communicate.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/991) others.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/991) others.py -------------------------------------------------------------------------------- /4. Earthquake Damage In Nepal/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/4. Earthquake Damage In Nepal/Practice Notebooks/README.md -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/GridSearchCV.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/GridSearchCV.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/README.md -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/acc_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/acc_score.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/bar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/bar.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/barh.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/barh.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/best_params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/best_params.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/classif_reports.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/classif_reports.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/clf_cv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/clf_cv.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/conf_matrix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/conf_matrix.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/import.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/import.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/interactive_dash.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/interactive_dash.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/libraries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/libraries.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/naNs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/naNs.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/resampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/resampling.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/save_and_load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/save_and_load.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/splits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/splits.py -------------------------------------------------------------------------------- /5. Bankruptcy In Poland/Practice Notebooks/wrangle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/5. Bankruptcy In Poland/Practice Notebooks/wrangle.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/1_import.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/1_import.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/2_explore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/2_explore.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/3_explore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/3_explore.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/4_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/4_split.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/6_communicate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/6_communicate.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/README.md -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/libraries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/libraries.py -------------------------------------------------------------------------------- /6. Consumer Finances In USA/Practice Notebooks/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/6. Consumer Finances In USA/Practice Notebooks/model.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/README.md -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/aggregate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/aggregate.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/choropleth_map.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/choropleth_map.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/connect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/connect.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/contingency_bar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/contingency_bar.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/contingency_table.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/contingency_table.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/country_converter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/country_converter.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/crosstab.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/crosstab.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/imports.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/imports.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/load.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/mongo_instance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/mongo_instance.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/our_mongo_class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/our_mongo_class.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/probability.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/probability.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/run_exp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/run_exp.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/statistic_power.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/statistic_power.py -------------------------------------------------------------------------------- /7. AB Testing at WorldQuant University/Practice Notebooks/statistical_summary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/7. AB Testing at WorldQuant University/Practice Notebooks/statistical_summary.py -------------------------------------------------------------------------------- /8. Volatility Forecasting In India/Practice Notebooks/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/8. Volatility Forecasting In India/Practice Notebooks/data.py -------------------------------------------------------------------------------- /8. Volatility Forecasting In India/Practice Notebooks/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/8. Volatility Forecasting In India/Practice Notebooks/main.py -------------------------------------------------------------------------------- /8. Volatility Forecasting In India/Practice Notebooks/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/8. Volatility Forecasting In India/Practice Notebooks/model.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wessamsw/WorldQuant-Data-Science-Program/HEAD/README.md --------------------------------------------------------------------------------