Jonathan Barrios
Data Science, Machine Learning & AI
18 courses
AI & Machine Learning Training Courses for IT Teams
Artificial intelligence and machine learning fundamentals for IT teams preparing for AI-driven infrastructure and operations.
18
Courses
1,394
Videos
208h
Total
Where teams start
Most Popular AI & Machine Learning Courses
Core AI paths for professionals, IT leaders, developers, and teams adopting safe AI workflows.
AI Productivity Tools
This entry-level AI productivity tools training course shows you how to make AI work for you. You’ll practice prompting ChatGPT, Copilot, Gemini and similar tools to summarize inboxes and research, turn meeting transcripts into task lists, and automate spreadsheet analysis and formatting. Learn to build slide decks in seconds, use AI agents to manage calendars, and apply responsible AI practices for security and privacy. No prior AI experience required, just a desire to reclaim your time and focus on meaningful work.
Jonathan Barrios
Microsoft Copilot
Microsoft Copilot is built into the tools you use every day: Excel, Word, and PowerPoint. But to get real value, you need to know how to guide it. This training shows you how to create documents instantly with Microsoft Word AI, analyze data and formulas in Excel, and design complete presentations in PowerPoint. You’ll also learn to use Copilot Chat for prompts and image generation, and avoid the common mistakes that waste time. With the right inputs, Copilot becomes an AI partner that helps you save hours, sharpen your work, and boost productivity across Microsoft 365.
Jonathan Barrios
AI compliance
This AI course for beginners shows non-technical professionals how to apply AI with guardrails that protect data, respect copyright, and reduce bias. AI can accelerate HR, Legal, and IT operations, but only if used responsibly. In this quick, plain-language AI training, you'll learn compliance frameworks, governance controls, and evaluation strategies to keep your team safe while unlocking AI’s productivity benefits. By the end, you’ll know how to deploy AI in your workflows confidently, legally, and securely.
Jonathan Barrios
Duration: 3hGet started
AI Compliance for Devs
This AI compliance course for developers is designed to help coders and devs learn to avoid copyright violations, prevent AI bias, and meet privacy and compliance standards while building secure AI applications. AI gives developers enormous power, but without the right guardrails, it can create serious risks. Learn AI compliance essentials, how to apply AI in cybersecurity, and how to align with ethical, legal, and industry frameworks. Made for developers and DevOps teams, it’s the practical foundation you need to build tools that are secure, compliant, and fair.
Jonathan Barrios
Vibe Coding
Vibe coding with ChatGPT and Cursor can empower everyday users to build helpful applications, but only if it’s done safely. This course equips product owners, analysts, and developers with practical strategies to use vibe coding tools effectively while protecting data and reducing risk. You’ll learn how to write prompts that avoid exposing PII, maximize the power of Copilot, apply context-aware prompt engineering, and validate AI-generated outputs. Finally, you’ll see how to hand off reproducible code steps that engineers can trust, turning quick ideas into secure, usable solutions.
Jonathan Barrios
Professional
Microsoft AB-900
This Copilot and Agent Administration Fundamentals (AB-900) training prepares you to earn a valuable Microsoft AI certification. Keep your Microsoft 365 admin skills relevant and valuable in the age of AI. Learn how to enable your organization with Copilot, and roll out AI agents without compromising security, identity, or data protections. Microsoft expert James Conrad guides you through M365 governance, AI readiness, and modern IT management, so you can lead AI adoption with confidence and pass the AB-900 exam.
James Conrad
Capability ladder
AI & Machine Learning Certifications by Level
The most popular AI & Machine Learning courses at each certification level — from first credentials for new team members through expert and specialty tracks.
1
Certification tier
Tier 1 — Entry Certifications
First credentials for new team members and cross-trained roles — the on-ramp before vendor specialization.
Practitioner
AWS AI Practitioner
Make AI work for you with this AWS Certified AI Practitioner course (AIF-C01), designed for beginners, business leaders, data analysts, and aspiring machine learning engineers. You’ll build a strong foundation in the fundamentals of artificial intelligence and machine learning, using AWS services like SageMaker, Bedrock, Comprehend, Rekognition, Lex, and more. You'll also learn prompt engineering, model evaluation, and responsible AI practices so non-technical teams can confidently guide AI initiatives and adoption. After you complete this AWS Certified AI Practitioner course, you’ll be fully prepared to pass the AIF-C01 exam and earn a valuable foundational AI certification.
Jonathan Barrios
2
Certification tier
Tier 2 — Professional Certifications
Advanced credentials for the engineers who own design, escalation, and complex environments.
Professional
Microsoft AB-900
This Copilot and Agent Administration Fundamentals (AB-900) training prepares you to earn a valuable Microsoft AI certification. Keep your Microsoft 365 admin skills relevant and valuable in the age of AI. Learn how to enable your organization with Copilot, and roll out AI agents without compromising security, identity, or data protections. Microsoft expert James Conrad guides you through M365 governance, AI readiness, and modern IT management, so you can lead AI adoption with confidence and pass the AB-900 exam.
James Conrad
Professional
AIP-C01
This expert-level AWS AI training is designed to help you pass the AWS Certified Generative AI Developer - Professional exam (AIP-C01). The course focuses on building, deploying, and operating production-ready generative AI applications using AWS AI services. You’ll work with practical architectures like RAG and agentic AI, manage prompts, and learn how to optimize GenAI systems for cost, performance, and responsible use. Although it's not required, you might want to start with the AWS Certified Data Engineer or Machine Learning Engineer Associate certifications before you attempt this AWS Certified Generative AI Developer - Professional course.
Scott Pletcher
Professional
Claude Certified Architect – Foundations (CCAR-F)
Jonathan Barrios
Fresh from the studio
Newest Releases
The latest AI & Machine Learning training added to the catalog — new courses land here within a day of publication.
Vendor coverage
AI & Machine Learning Training by Vendor
The vendors behind the ai & machine learning catalog — each vendor page maps its full certification landscape.
Hands-on AI & Machine Learning practice
Human-led training is the point: engineers practice real skills with expert guidance, not just video playback.
Why CBT Nuggets
How CBT Nuggets is different for AI & Machine Learning teams
The platform features IT directors comparing training platforms ask about most often.
Full catalog
More AI & Machine Learning Courses
Everything else in the AI & Machine Learning catalog beyond the curated sections above.
Practitioner-led
AI & Machine Learning training your team learns from
Built and taught by engineers who have spent decades running production AI & Machine Learning infrastructure — not crowd-sourced contributors.
Trevor Sullivan
DevOps & Cloud Engineering
Shaun Wassell
Web Development & Programming
Team outcome
Faster ramp for new hires
Curated playlists and team assignments make onboarding repeatable instead of relying on ad hoc shadowing and tribal knowledge.
Best fit for: managers scaling a team, backfilling a role, or standardizing skills across distributed engineers.
Frequently asked questions about AI & Machine Learning training
Common questions IT directors ask when evaluating AI & Machine Learning training for their team.
Who should take AI training?
Professionals using AI tools, IT leaders setting policy, HR/legal stakeholders managing risk, and developers adopting AI-assisted coding.
Does this include Microsoft Copilot?
Yes. The catalog includes AI Essentials with Microsoft Copilot.
How should managers assign AI training?
Assign productivity paths broadly, compliance paths to leaders and policy owners, and AI coding/security paths to developers.
How do you measure ROI on AI training?
Track safe adoption coverage: who can use AI productively, who understands compliance constraints, and who can apply AI coding tools responsibly.
Can CBT Nuggets support AI training for teams?
Yes. Managers can assign AI readiness paths by role and track completion across the organization.