Retrieval Augmented Generation (RAG) Course
Gain expertise in Retrieval Augmented Generation (RAG) for practical applications. Delve into ingestion, chunking, embeddings, retrieval techniques, evaluation, and safety protocols to deliver trustworthy, low-hallucination AI systems built on complex technical documents, keeping everything reliable and maintainable in real-world scenarios.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This practical RAG Training equips you to create dependable AI responses from intricate documents. Master data ingestion, chunking, embeddings, vector databases, retrieval methods, prompt engineering, hallucination mitigation, safety measures, and user interfaces, alongside thorough evaluation, monitoring, and refinement to ensure your RAG setups remain precise, up-to-date, and straightforward to manage.
Elevify advantages
Develop skills
- Design RAG pipelines to swiftly build reliable question-answering over detailed product documents.
- Optimise retrieval by adjusting hybrid search, similarity measures, and filtering options.
- Structure documents with metadata, versioning, and tracking for effective RAG use.
- Construct vector stores selecting suitable embeddings, approximate nearest neighbour indexes, and growth strategies.
- Assess and track RAG performance using test frameworks, drift notifications, and comparison trials.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons get straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio CarloPrompt Engineering Student
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