Refrences.txt

https://www.youtube.com/watch?v=V0u6bxQOUJ8
https://www.geeksforgeeks.org/data-cleansing-introduction/
https://stats.stackexchange.com/questions/95083/imputation-before-or-after-splitting-into-train-and-test
https://www.javatpoint.com/data-leakage-in-machine-learning#:~:text=In%20simple%20words%2C%20data%20leakage,poorly%20in%20deployment%20or%20production.%22
https://topepo.github.io/caret/index.html
https://www.quora.com/When-is-the-best-time-to-impute-missing-values-mean-median-mode-after-dividing-data-into-the-training-test-set-or-before
https://stats.oarc.ucla.edu/stata/seminars/mi_in_stata_pt1_new/#:~:text=Multiple%20imputation%20is%20essentially%20an,uncertainty%20around%20the%20true%20value.
https://github.com/DrIanGregory/Kaggle-GiveMeSomeCredit
https://gordonkwokch.medium.com/exploring-customer-behavior-a-data-analysis-of-credit-card-dataset-aa3d407a079d
https://public.tableau.com/app/profile/gordon.kwok/viz/Dashboardofcreditcardcustomers/Dashboard1
https://github.com/max-fitzpatrick/Credit-scoring-model/tree/master      
https://airbyte.com/data-engineering-resources/data-imputation
https://towardsdatascience.com/predicting-the-survival-of-titanic-passengers-30870ccc7e8
https://www.youtube.com/watch?v=fATVVQfFyU0\
https://python.plainenglish.io/how-to-identify-and-treat-outliers-using-python-779433addfe4
https://github.com/kennethleungty/Principal-Component-Regression/blob/main/notebooks/Principal_Component_Regression_Diamond_Quality.ipynb
https://www.youtube.com/watch?v=GP-2634exqA
https://neptune.ai/blog/data-preprocessing-guide
https://towardsdatascience.com/what-are-the-most-important-preprocessing-steps-in-machine-learning-and-data-science-a7606d18f32a
https://www.javatpoint.com/feature-selection-techniques-in-machine-learning
https://www.quora.com/Can-there-be-outliers-in-categorical-data