Types of Machine Learning in Data Science 1. Supervised Learning (Labeled Data) Definition: The model learns from labeled data where the outcome is known. Examples: Spam detection (Emails labeled as spam or not spam). Stock price prediction (Using past stock data). Algorithms Used: Linear Regression, Decision Trees, Random Forest