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outlier detection, financial modeling, credit scoring, exploratory data analysis - EDA for finance

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Guided Project_ Star Wars Survey.tar
Guided Project_ Star Wars Survey.tar
 
 
Home credit bank visualization EDA, all plots-Copy2.ipynb
Home credit bank visualization EDA, all plots-Copy2.ipynb
 
 
README.md
README.md
 
 
THE DATA INCUBATOR 2nd NOV 2019 test.ipynb
THE DATA INCUBATOR 2nd NOV 2019 test.ipynb
 
 
assignment2_part1_decision_trees_solution.ipynb
assignment2_part1_decision_trees_solution.ipynb
 
 
assignment4_time_series.ipynb
assignment4_time_series.ipynb
 
 
erjan final project SPAIC.ipynb
erjan final project SPAIC.ipynb
 
 
example pyod from towardsdatascience.ipynb
example pyod from towardsdatascience.ipynb
 
 
exploratory data viz data quest.ipynb
exploratory data viz data quest.ipynb
 
 
exploring car sales ebay.ipynb
exploring car sales ebay.ipynb
 
 
guided_project_app_store_analysis.ipynb
guided_project_app_store_analysis.ipynb
 
 
iris , decision tree quiz ods.ipynb
iris , decision tree quiz ods.ipynb
 
 
numpy, matplotlib working.ipynb
numpy, matplotlib working.ipynb
 
 
ods a2.ipynb
ods a2.ipynb
 
 
ods a3 copied notebook from yorko.ipynb
ods a3 copied notebook from yorko.ipynb
 
 
ods a3 quiz 2 q 10.ipynb
ods a3 quiz 2 q 10.ipynb
 
 
ods a3.ipynb
ods a3.ipynb
 
 
outlier detection hbos, abod, isolation forest pyod.ipynb
outlier detection hbos, abod, isolation forest pyod.ipynb
 
 
sberbank task lgbm, xg, catboost.ipynb
sberbank task lgbm, xg, catboost.ipynb
 
 
жусан банк тестовое задание Ержан К - default credit.ipynb
жусан банк тестовое задание Ержан К - default credit.ipynb
 
 

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This is a repo for my work-related code snippets, full notebooks including but not limited to credit scoring, financial modeling, and other 'banking DS' activities.

  • outlier detection
  • model building
  • tracking model quality with metrics - Population stability index(PSI), K-S(Kolmogorov-Smirnov)

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outlier detection, financial modeling, credit scoring, exploratory data analysis - EDA for finance

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jupyter scoring-models notebook-jupyter

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