Exploring Machine Learning Algorithms

Machine learning has transformed how we approach complex problems by enabling computers to learn patterns from data without explicit programming.

Supervised Learning

Supervised learning involves training models on labeled data to make predictions.

Popular Supervised Learning Algorithms

1. Linear Regression - Used for predicting continuous values 2. Logistic Regression - Used for binary classification problems 3. Decision Trees - Versatile algorithms that can be used for both classification and regression