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
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio CarloAluno de Engenharia de Prompt
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