Machine Learning

Introduction to Machine Learning and Python Setup

Understand what Machine Learning is, how it works, and set up your Python environment to start coding.

Core Supervised Learning Algorithms

Learn and implement foundational supervised learning algorithms including regression and classification using Python.

Unsupervised Learning and Clustering

Explore unsupervised learning techniques to discover hidden patterns in unlabeled data using clustering algorithms.

Model Evaluation and Improving Performance

Learn how to measure model accuracy, avoid overfitting, and improve Machine Learning model performance using key techniques.