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

Mar 13, 2025 · Introduction to Machine Learning; Linear regression is a statistical technique used to find the relationship between variables. In an ML context, linear regression finds the …

Our guides offer simple step-by-step walkthroughs for solving common machine learning problems using best practices.

Oct 9, 2024 · Before beginning Machine Learning Crash Course, do the following: If you're new to machine learning, take Introduction to Machine Learning . This short self-study course …

Feb 25, 2025 · Understand the different types of machine learning. Understand the key concepts of supervised machine learning. Learn how solving problems with ML is different from …

The foundational courses cover machine learning fundamentals and core concepts. We recommend taking them in the order below.

Jul 25, 2023 · Define machine learning and artificial intelligence. Describe applications of ML and AI. Machine learning (ML) is the field of study of programs or systems that trains models to …

Sep 6, 2024 · Estimated Read Time: 20 minutes Learning objectives: Define language models and large language models (LLMs). Define key LLM concepts, including Transformers and self …

Feb 26, 2025 · This page lists the exercises in Machine Learning Crash Course. Programming exercises run directly in your browser (no setup required!) using the Colaboratory platform. …

Oct 9, 2024 · Estimated module length: 75 minutes Learning objectives. Explain the motivation for building neural networks, and the use cases they address. Define and explain the function of …