Machine Learning Foundations: Core Algorithms and Intuition

Learners will understand the mathematical intuition behind core machine learning algorithms and implement basic predictive models in Python. By completing hands-on examples, learners will prepare data, train standard regression, classification, and clustering models, and evaluate their real-world performance.