Machine Learning | Google Developers

Stay organized with collections Save and categorize content based on your preferences. Foundational courses

The foundational courses cover machine learning fundamentals and core concepts.

We recommend taking them in the order below.

New

A course to help you map real-world problems to machine learning solutions.

The advanced courses teach tools and techniques for solving a variety of machine learning problems.

The courses are structured independently. Take them based on interest or problem domain.

Clustering is a key unsupervised machine learning strategy to associate related items.

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

Become a better machine learning engineer by following these machine learning best practices used at Google.

This guide assists UXers, PMs, and developers in collaboratively working through AI design topics and questions.

This comprehensive guide provides a walkthrough to solving text classification problems using machine learning.

This guide describes the tricks that an expert data analyst uses to evaluate huge data sets in machine learning problems.

The glossary defines general machine learning terms.

[{ "type": "thumb-down", "id": "missingTheInformationINeed", "label":"Missing the information I need" },{ "type": "thumb-down", "id": "tooComplicatedTooManySteps", "label":"Too complicated / too many steps" },{ "type": "thumb-down", "id": "outOfDate", "label":"Out of date" },{ "type": "thumb-down", "id": "samplesCodeIssue", "label":"Samples / code issue" },{ "type": "thumb-down", "id": "otherDown", "label":"Other" }] [{ "type": "thumb-up", "id": "easyToUnderstand", "label":"Easy to understand" },{ "type": "thumb-up", "id": "solvedMyProblem", "label":"Solved my problem" },{ "type": "thumb-up", "id": "otherUp", "label":"Other" }]

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Machine Learning | Google Developers