Roadmap
The Generative AI Roadmap
A stage-by-stage path from zero to job-ready in Generative AI — foundations, prompting, RAG, agents, evaluation, and production, with time estimates.
See the roadmap →
Resources
Free Generative AI Resources
In-depth guides built to actually be useful — a learning roadmap, a hands-on RAG build guide, real interview questions, and project ideas. All free, no signup required.
Guide
How to Build a RAG Pipeline
A hands-on, step-by-step walkthrough of building a RAG pipeline: chunking, embeddings, vector storage, retrieval, and generation.
Read the build guide →Interview Prep
LLM & Generative AI Interview Questions
25 real interview questions covering LLM fundamentals, prompt engineering, RAG, AI agents, and production system design — with clear answers.
Practice the questions →Project Ideas
Generative AI Project Ideas
12 project ideas across beginner, intermediate, and advanced tiers — each chosen to practice a specific GenAI skill.
Browse project ideas →Want the structured version
These resources are self-study. The course is guided.
Every resource above maps to something taught hands-on, with a shipped project and instructor feedback, in the Generative AI & AI Application Development course.