Mini Project: Logistic Regression

Logistic Regression doc: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html#sklearn.linear_model.LogisticRegression

https://stackabuse.com/cross-validation-and-grid-search-for-model-selection-in-python/

https://towardsdatascience.com/cross-validation-in-machine-learning-72924a69872f

https://machinelearningmastery.com/k-fold-cross-validation/

https://medium.com/@elutins/grid-searching-in-machine-learning-quick-explanation-and-python-implementation-550552200596

https://en.wikipedia.org/wiki/Hyperparameter_optimization#Grid_search

https://python-graph-gallery.com/43-use-categorical-variable-to-color-scatterplot-seaborn/

https://stackoverflow.com/questions/268272/getting-key-with-maximum-value-in-dictionary/35256685

https://github.com/czapol/Springboard-Projects/blob/master/Regression/logistic_regression/Mini_Project_Logistic_Regression.ipynb

What is logistic regression? (Come back and review these!)

• https://www.dataschool.io/guide-to-logistic-regression/
• https://machinelearningmastery.com/logistic-regression-for-machine-learning/
• https://www.datacamp.com/community/tutorials/understanding-logistic-regression-python
• https://thecraftofstatisticalanalysis.com/video-understanding-probability-odds-ratios-regression/
• https://codesachin.wordpress.com/2015/08/16/logistic-regression-for-dummies/
• https://towardsdatascience.com/understanding-logistic-regression-9b02c2aec102
• https://medium.com/data-science-group-iitr/logistic-regression-simplified-9b4efe801389