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AI resources: AI engineering
23 of 61 resources in the catalogue match this selection. Narrow it further below, or clear the filters to see everything.
23 of 23 resources
Courses & training
Machine Learning Crash Course
Google's own introduction to machine learning concepts, combining written explanation with interactive exercises. Assumes some programming comfort and is the usual bridge between AI literacy and AI engineering.
Intermediate · Course · Free
Reference
Google AI for Developers
First-party documentation for building with Google's Gemini models — API reference, prompting guidance and worked examples. The authoritative reference rather than a taught course.
Intermediate · Documentation · Free
Courses & training
Google Cloud Skills Boost
Google Cloud's training catalogue, including generative-AI and machine-learning paths built around hands-on labs in a real cloud environment. Contains both free and paid material.
Multiple levels · Learning path · Free and paid
Certifications
Professional Machine Learning Engineer
Google Cloud's senior machine-learning credential, earned by passing a paid proctored exam rather than by finishing a course. It examines designing, building and running ML systems in production on Google Cloud, and assumes the candidate has done that work.
Advanced · Certificate · Paid
Microsoft
Courses & training
AI Learning Hub
A broad AI learning hub organised around roles and practical outcomes, spanning AI fundamentals, agents, Azure AI, Microsoft Copilot, data, development, security and AI leadership. The widest single starting point in the directory.
Multiple levels · Learning path · Free
Microsoft
Courses & training
Microsoft Learn training catalog
The full Microsoft Learn catalogue, filterable by role, product and level. Useful when you know the specific skill you are after and want to go straight to it.
Multiple levels · Learning path · Free
Microsoft
Certifications
Microsoft Applied Skills
Credentials awarded on a scenario-based assessment rather than a multiple-choice exam, aimed at demonstrating a specific technical skill rather than broad product knowledge.
Intermediate · Credential · See provider
Microsoft
Certifications
Browse Microsoft credentials
The full directory of Microsoft certifications and credentials, including the AI and data ones. Start here to see what exists before committing to a preparation path.
Multiple levels · Credential · See provider
Microsoft
Reference
Azure AI Foundry documentation
Reference documentation for building, evaluating and operating generative-AI applications and agents on Microsoft's platform. Aimed at teams putting something into production.
Advanced · Documentation · Free
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