Retrieval Augmented Generation (RAG) Course
Gain mastery in Retrieval Augmented Generation (RAG) for practical applications. Explore data ingestion, chunking techniques, embeddings, retrieval approaches, evaluation methods, and safety protocols to deliver trustworthy, low-hallucination AI systems built on complex technical documents. This training equips you with hands-on skills to implement effective RAG pipelines in real-world scenarios.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This practical RAG course teaches you to create dependable AI responses from intricate documents. You will cover data ingestion, chunking, embeddings, vector databases, retrieval methods, prompt engineering, hallucination prevention, safety measures, and user interface design, along with thorough evaluation, monitoring, and refinement to ensure your RAG setups remain precise, up-to-date, and simple to manage.
Elevify advantages
Develop skills
- Design RAG pipelines to deliver grounded question-answering over complex product documents quickly.
- Engineer retrieval systems by adjusting hybrid search, similarity measures, and filters.
- Model documents effectively with metadata, versioning, and provenance tracking for RAG.
- Build scalable vector stores selecting appropriate embeddings, ANN indexes, and growth strategies.
- Evaluate and monitor RAG performance using test suites, drift detection, and A/B testing.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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