ADVANCED_ROADMAP
AI Engineering Learning Path
A practical AI engineering path covering prompting, assistant design, retrieval, automation, deployment, monitoring, and AI security.
Difficulty
Advanced
Estimated Time
640 min
Lessons
4
Progress Metadata
Anonymous progress preview. Account-based completion can be connected later.
Journey
- LESSON 1Prompt Engineering
Create reliable instructions and guardrails.
- LESSON 2Retrieval-Augmented Generation
Ground assistants in indexed knowledge.
- LESSON 3API Security
Protect AI-enabled endpoints.
- LESSON 4Next.js
Deploy AI workflows in a production web app.
Frequently Asked Questions
How long does AI Engineering Learning Path take?
The estimated completion time is 640 minutes across 4 structured lessons.
Does this path include practical work?
This path connects lessons to Cyber Lab exercises, project evidence, downloads, and future assessment placeholders.
Can progress be tracked?
The page exposes progress metadata and completion placeholders now; authenticated progress tracking can be added in the next phase.