Retrieval Augmented Generation (RAG) Course
Master Retrieval Augmented Generation (RAG) for real-world applications. Gain expertise in ingestion, chunking, embeddings, retrieval strategies, evaluation, and safety measures to deliver reliable, low-hallucination AI systems based on intricate technical documentation. This course equips you with practical skills to implement and maintain effective RAG pipelines.
4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This concise, hands-on Retrieval Augmented Generation (RAG) course teaches you to create dependable, contextually grounded AI responses from intricate documentation. You will cover data ingestion, chunking techniques, embeddings, vector databases, retrieval methods, prompt engineering, hallucination mitigation, safety protocols, and user interface design, alongside thorough evaluation, monitoring, and iterative improvements to ensure your RAG systems remain precise, up-to-date, and straightforward to manage.
Elevify advantages
Develop skills
- Design RAG pipelines to build grounded question-answering over complex product documentation swiftly.
- Engineer retrieval by tuning hybrid search, similarity metrics, and filters.
- Model documents by crafting metadata, versioning, and provenance for RAG.
- Build vector stores by selecting embeddings, ANN indexes, and scaling strategies.
- Evaluate and monitor RAG using test suites, drift alerts, and A/B experiments.
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 purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful 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 and simple to use. The diversity of content and complementary videos really help with learning.
André FelipePrompt Engineering Student
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