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

Aug 25, 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.

Educational resources for machine learning.The advanced courses teach tools and techniques for solving a variety of machine learning problems. The courses are structured independently. …

Dec 9, 2025 · This course module teaches the fundamentals of linear regression, including linear equations, loss, gradient descent, and hyperparameter tuning.

Aug 25, 2025 · Best Practices for ML Engineering Martin Zinkevich This document is intended to help those with a basic knowledge of machine learning get the benefit of Google's best …

Aug 25, 2025 · I have practical experience applying machine learning concepts to work with data and build models. I am looking for tutorials on how to use ML APIs like Keras. Please read …

Discover courses about machine learning fundamentals and core concepts.

Aug 25, 2025 · Practice building and training neural networks from scratch (configuring nodes, hidden layers, and activation functions) by completing these interactive exercises.

Aug 25, 2025 · Machine learning datasets can have millions of examples, but not all clustering algorithms scale efficiently. Many clustering algorithms compute the similarity between all pairs …

Aug 25, 2025 · Textbooks tend to eschew practical guidance and prioritize fundamental principles, even if their authors have the necessary experience in applied work to provide useful advice. …