Machine Learning

Supervised Learning: Classification

This unit focuses on classification, a type of supervised learning where the goal is to predict categorical class labels. We will cover a range of algorithms from Logistic Regression and KNN to Support Vector Machines and Recommendation Systems.

Unit Topics

Introduction to Classification Logistic Regression K-Nearest Neighbour (KNN)Naive Bayes Decision Trees Support Vector Machine (SVM)Recommendation Systems

Supervised Learning: Regression Unsupervised Learning