Principal Component Analysis is one of the popular algorithms in Machine Learning for exploratory analysis, it is helpful in the case of "wide" datasets it can be used as a dimensionality reduction ...

Heart Disease Prediction Project 📌 Overview This project implements a full machine learning pipeline to analyze and predict heart disease using the UCI Heart Disease dataset. It includes ...

Learning Outcomes Use modern machine learning tools and python libraries. Explain how to deal with linearly-inseparable data. Compare logistic regression’s strengths and weaknesses. Explain what ...