AWS Skill Builder Free AI Courses Guide: 600 Free Out of 1,500 — But You Have to Follow the Learning Paths

AWS Skill Builder has the largest course catalog of any major tech company — 600 free courses out of 1,500.

But it's also the most treacherous: search directly and paid courses flood the results, pushing the best free content so far down you'll never find it.

The right approach: go to skillbuilder.aws, and do this first — set the Price filter to Free at the top, then navigate by Learning Plan, not by individual course search. Learning Plans string the courses together in the right order so you're never left guessing what comes next.

3 Generative AI Learning Paths (All Free)

Pick the track that matches your role.

1. Generative AI Learning Plan for Decision Makers (Non-Technical)

3 courses, aimed at managers and decision-makers. Covers two things clearly:

What generative AI actually is
How to scope and evaluate AI projects

Perfect for anyone who needs to explain GenAI to their boss or team. Zero code involved.

2. Generative AI Learning Plan for Developers

The core track for engineers. Focuses on:

Getting started with Amazon Bedrock
Model fine-tuning
Deploying RAG in production

If you're building AI applications in the AWS ecosystem, this is your main path.

3. Building Generative AI Applications Using Amazon Bedrock

A single deep-dive course that walks you through building a Bedrock application end-to-end, covering:

Knowledge Bases
Agents

Think of it as the hands-on extension of Path 2. Essential if you want to actually ship something.

More Free Resources Worth Grabbing

AWS Certified AI Practitioner exam prep → completely free
AWS Certified Machine Learning Specialty exam prep → completely free
DeepRacer: an autonomous racing car project and the best hands-on intro to reinforcement learning out there — you learn RL by racing, which beats sitting through theory lectures by a mile

Where to Start and How to Navigate

Main site: skillbuilder.aws

Standard operating procedure once you're in:

Set the Price filter to Free first — do this before anything else, or paid courses will drown everything out
Browse by Learning Plan, not by individual course search — the plans sequence the courses for you; searching by course alone leads to chaos

My Recommendations

Always follow a Learning Plan, never browse individual courses: AWS's free courses are scattered across 1,500 listings — only Learning Plans put them in the right order for you
Match the path to your role: managers → Decision Makers; engineers → Developers + the Bedrock hands-on course
Bedrock is the backbone of AWS AI: if you're building AI apps on AWS, Bedrock fundamentals + Knowledge Bases + Agents are the three things you simply can't skip
Don't sleep on DeepRacer: reinforcement learning is notoriously abstract and hard to grasp — DeepRacer gamifies the whole thing with racing, and the experience is genuinely excellent
Prep materials are free; the certification exam isn't: same as every other major platform — zero cost to prepare, you only pay when you sit the actual exam

FAQ

Which AWS Skill Builder courses are free?

600 out of 1,500 courses are free. The moment you land on skillbuilder.aws, set the Price filter to Free — searching without it buries the good free content under a wall of paid results.

Which path should developers follow for AWS AI?

The Generative AI Learning Plan for Developers: it covers Amazon Bedrock, model fine-tuning, and RAG deployment. Follow the Learning Plan rather than searching for individual courses — the plan sequences everything in the right order for you.

Is AWS Skill Builder suitable for non-technical roles?

Absolutely. The Generative AI Learning Plan for Decision Makers is 3 courses that explain what generative AI is and how to scope and evaluate AI projects — no code required throughout.

The One-Line Summary

AWS Skill Builder has the biggest catalog (600 free courses) but is the easiest to get lost in — the only rule you need: turn on the Free filter and stick to Learning Plans. The 3 generative AI paths cover everyone from managers to engineers, and the Bedrock hands-on course plus DeepRacer are the crown jewels.

→ Microsoft AI Certification Complete Guide → NVIDIA DLI Free Courses Complete Guide → Google Skills Gamified Learning Paths → Claude Certified Architect Complete Roadmap → OpenAI Academy vs. Anthropic Full Comparison

Next up: Meta — no dedicated learning portal, but their PyTorch tutorials have quietly become the industry standard.

📚 The Complete AI Free Learning Map Across 10 Platforms → One master table, paths by role, full series index.