Dec 12, 2025 · Machine learning (ML) allows computers to learn and make decisions without being explicitly programmed. It involves feeding data into algorithms to identify patterns and …

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts …

This website offers an open and free introductory course on (supervised) machine learning. The course is constructed as self-contained as possible, and enables self-study through lecture …

Google's fast-paced, practical introduction to machine learning, featuring a series of animated videos, interactive visualizations, and hands-on practice exercises.

Machine learning (ML) is a branch of artificial intelligence (AI) that focuses on building systems that can learn from data and improve their performance over time without being explicitly …

Oct 15, 2025 · Explore the basics of how machine learning technologies work, train a machine learning model using a dataset, and learn more about the benefits and challenges of using …

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms.

Machine learning is the basis for most modern artificial intelligence solutions. A familiarity with the core concepts on which machine learning is based is an important foundation for …

These are notes for a one-semester undergraduate course on machine learning given by Prof. Miguel ́A. Carreira-Perpi ̃n ́an at the University of California, Merced.

Machine learning—a computer's ability to learn—is transforming our world: it is used to understand images, process text, make predictions by analyzing large amounts of data, and …