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01Beginner pathway

AI Foundations

Understand models, prompting, tokens and responsible use.

02Practical lab

Prompt Engineering

Move from random prompts to reusable methods and evaluations.

03Concept + code

RAG & Vector Databases

Build systems that retrieve trusted knowledge before answering.

04Emerging AI

AI Agents

Know when agents help and when controlled workflows are better.

05Career track

AI for Software Testing

Apply AI to test design, automation, APIs and quality engineering.

06Outcome track

AI for Careers & Business

Use AI for resumes, teaching, content and small-business growth.

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