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

Machine Learning Crash Course A hands-on course to explore the critical basics of machine learning.

Aug 25, 2025 · You want to develop a machine learning (ML) model that can predict food similarity, so your app can make high quality recommendations ("Since you like pancakes, we recommend crepes").

2 days ago · Note: In machine learning (ML), words like recall, precision, and accuracy have mathematical definitions that may differ from, or be more specific than, more commonly used …

Aug 25, 2025 · Please read through the following Prework and Prerequisites sections before beginning Machine Learning Crash Course, to ensure you are prepared to complete all the modules.

Aug 25, 2025 · This document is intended to help those with a basic knowledge of machine learning get the benefit of Google's best practices in machine learning. It presents a style for machine learning, …

Aug 25, 2025 · Change the learning rate by choosing a new value from the Learning rate drop-down above the diagram. Change the activation function by choosing a new value from the Activation drop …

Aug 25, 2025 · Machine learning (ML) is the field of study of programs or systems that trains models to make predictions from input data. ML powers some of the technologies that have become integral to …

Aug 25, 2025 · A large number of examples that cover a variety of use cases is essential for a machine learning system to understand the underlying patterns in the data. A model trained on this type of …

Dec 3, 2025 · This lesson focuses on the questions you should ask about your data and model in production systems. Is each feature helpful? You should continuously monitor your model to remove …