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| 9 Best Free AWS Generative AI Courses (No Sign-Up Fee, Certificates Included) |
Why These Free AWS AI Courses Are a Must in 2025
Amazon is quietly giving away world-class training that normally costs thousands. Whether you’re a developer, business leader, or complete beginner, these official AWS courses teach you real generative AI skills used by Fortune 500 companies. Best of all? Zero fees, instant access, and you earn digital badges/certificates to boost your LinkedIn and CV.
Top 9 Free AWS Generative AI & Machine Learning Courses (Open to Everyone)
1. Building Language Models on AWS
Build, train, deploy, and monitor LLMs using Amazon SageMaker – hands-on.
→ Enroll free: https://explore.skillbuilder.aws/learn/course/external/view/elearning/17556
2. Foundations of Prompt Engineering
Master the core techniques top developers use daily – from basic to advanced prompting.
→ Start now: https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763
3. Customizing and Evaluating LLMs Using Amazon SageMaker JumpStart
Fine-tune, deploy, and evaluate large language models + explore RAG and prompt engineering.
→ Access here: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/21083
4. Building Generative AI Applications Using Amazon Bedrock
Perfect for developers – build full apps using Bedrock APIs and LangChain.
→ Begin instantly: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/17904
5. No-Code Machine Learning and Generative AI on AWS
Build real ML models and use foundation models without writing code.
→ Free enrollment: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/19630
6. Machine Learning Terminology and Process
The perfect starter if you’re new to ML concepts and workflows.
→ Start learning: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/260
7. Machine Learning Essentials for Business & Technical Decision Makers
Learn when (and when not) to use ML in your organization.
→ Enroll free: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/1404
8. AWS Flash – Generative AI in Action: Real-World Use Cases
See how top companies are already using generative AI today.
→ Watch now: https://explore.skillbuilder.aws/learn/course/internal/view/elearning/19488
9. Fundamentals of Analytics on AWS – Part 1
Understand big data, the 5 V’s, and analytics foundations.
→ Free access: https://explore.skillbuilder.aws/learn/course/external/view/elearning/18437
Official Links You Can Trust
- AWS Skill Builder (all courses): https://explore.skillbuilder.aws
- AWS Training & Certification: https://aws.amazon.com/training
- AWS Digital Badges: https://www.credly.com/organizations/amazon-web-services/badges
Start Earning AWS Certificates Today – 100% Free
Pick any course above (we recommend “Foundations of Prompt Engineering” if you’re starting out), complete it at your own pace, and add the official AWS badge to your profile.
Click any link and begin your first free AWS AI course right now – no payment, no application, just pure skill upgrade!
Save this page and share it with your network. The future of AI is being built on AWS – get ahead while it’s still free!
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