Learning paths

A path is a role and the route to it: which courses, in what order, how many hours, and what you can do at the end. A skill route is shorter — one capability, pulled from whichever courses teach it.

Role paths (6)

AI Engineer

Python to production AI systems, then into real client environments · 3 courses · Beginner

AI Security Engineer

Learn how AI systems work, then how to attack and defend them · 3 courses · Intermediate

Voice AI Engineer

From LLM systems to real-time conversational products · 3 courses · Intermediate

AI Product Manager

Enough engineering to make real technical calls, then product and governance · 3 courses · Intermediate

AI Product Builder

Ship AI products without an ML background · 4 courses · Beginner

AI Research Engineer

From the math to implementing papers from scratch · 9 courses · Advanced

Skill routes (9)

RAG Systems · Prompt Engineering · AI Agents · LLM Evaluation & Safety · AI Deployment & LLMOps · AI Security & Red Teaming · Deep Learning from Scratch · Computer Vision · LLM Alignment & RLHF

Create a free account — the opening phases of 24 of 30 courses are free, no credit card. Or see Pro pricing.

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