Generative AI moved from novelty to job requirement in barely two years. The roles that pay the biggest premium now ask for hands-on experience with LLM fine-tuning, RAG (retrieval-augmented generation) systems, vector databases, LangChain/LlamaIndex, and increasingly multi-agent frameworks like CrewAI and LangGraph — skills that simply didn't exist in courses written before late 2025.
"Prompt engineering" alone is no longer a standalone career; it's one skill inside a broader GenAI engineering stack. The guides here compare courses on whether they teach the full applied stack and get you to deployed, demoable projects — versus surface-level "learn to prompt ChatGPT" content that won't survive a technical interview.
We cover free foundations from Microsoft and Google, premium brand programs, and mentor-led options so you can build real GenAI projects regardless of budget.
Guides & comparisons
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Institutes & platforms in this category
Listings here are either chosen by our editors or bought as a Basic Listing, which is marked Paid listing. Nobody can pay to rank, and other paid placements are labelled “Featured” or “Sponsored”. Listings marked Verified are our editorial picks, whose details we've checked. Verify current details directly before deciding.
ShiftToTech Academy
Online · Worldwide
Mentor-led GenAI track — RAG, LLMs and MLOps with deployable projects.
Microsoft & Google / DeepLearning.AI
Online
Best free foundations in GenAI for beginners.
Scaler / upGrad
Online
Premium brand credentials with structured GenAI modules.
NextGen Coder
Online
Affordable Python + GenAI starter for freshers.