Reference Python Notebooks for Important ML Algorithms for the Beginners

Logistic Regression Model Building in Python

Banking Data


Jupyter Notebook

Logistic Regression, KNN, Decision Tree, Random Forest and XGBoost in one notebook

Guys, please find uploaded the python notebook, HTML file and data used in Prescribed medicine adherence prediction. In this exercise, my focus is to provide you with the ready-made template for all-important classification ML algorithms like Logistic, KNN, Decision Tree, Ensemble Learning like Bagging and Boosting including Adaboost and gradient boost classifier.

You can download and keep it handy with you for your future ML problems.

Data set


Python Notebook