Retrieval Augmented Generation (RAG) Courses and Certifications

CodeEmporium

Retrieval-Augmented Generation (RAG) - Explained

Explore RAG (Retrieval-Augmented Generation) to mitigate AI hallucinations. Learn key concepts, implementation details, and advanced techniques through multiple passes and quizzes.

• YouTube
• 30 minutes
• On-Demand
• Free Video

All Things Open

Advanced Retrieval Augmented Generation (RAG) Techniques

Master advanced RAG implementation techniques, focusing on chunking strategies, embedding model selection, and metadata structuring for building more effective and business-valuable AI applications.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Serrano.Academy

Retrieval Augmented Generation (RAG), Search, and Vector Databases

Discover how to make LLMs speak factually using Retrieval Augmented Generation (RAG), search techniques, and vector databases in this comprehensive 19-minute guide.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Wolfram

Semantic Search and Retrieval-Augmented Generation (RAG) in Wolfram Language

Explore cutting-edge semantic search and RAG techniques in Wolfram Language, featuring vector databases, semantic indices, and LLM integration for enhanced information retrieval.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Open Data Science

Multimodal Retrieval Augmented Generation RAG with Vector Databases

Explore multimodal RAG systems that combine text and images through contrastive learning, creating unified vector spaces for enhanced search capabilities and new use cases with Milvus vector database.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Devoxx

To RAG or Not to RAG - Understanding Retrieval-Augmented Generation Implementation and Applications

Explore RAG implementation through practical code examples, understanding when and how to apply this AI technique effectively in real-world scenarios.

• YouTube
• 42 minutes
• On-Demand
• Free Video

AWS Events

RAG is Dead - Long Live Intelligent Retrieval-Augmented Generation

Discover advanced RAG techniques beyond basic vector search, including agentic pipelines, hybrid search, context re-ranking, and continuous improvement loops for scalable AI.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Introduction to RAG

Discover the fundamentals of Retrieval-Augmented Generation (RAG), how it reduces hallucinations in AI, and explore basic workflows compared to standard prompting techniques.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Enhancing Agents with Custom Tools and RAG

Master custom tool development and RAG implementation by building complete knowledge retrieval systems with ChromaDB and function-calling workflows for enhanced agent capabilities.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Scaling up RAG with Vector Databases using JavaScript

Discover how to build scalable RAG systems using JavaScript and vector databases, from document chunking to ChromaDB integration and intelligent retrieval strategies.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Beyond Basic RAG using JavaScript: Improving the Pipeline

Master advanced RAG techniques in JavaScript: hybrid retrieval with BM25+embeddings, iterative query refinement, constrained generation, and context optimization for enhanced AI systems.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Scaling up RAG with Vector Databases in Java

Master vector database integration for RAG systems in Java through document preprocessing, ChromaDB storage, semantic retrieval with filters, and multi-chunk prompt engineering.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Introduction to RAG with Rust

Discover how Retrieval-Augmented Generation reduces AI hallucinations by combining document retrieval with text generation, building practical RAG workflows in Rust.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Scaling up RAG with Vector Databases in Rust

Master vector database implementation in Rust to build scalable RAG systems with ChromaDB, document chunking, embedding storage, and advanced retrieval strategies.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Beyond Basic RAG: Improving our Pipeline

Master advanced RAG techniques including hybrid retrieval, iterative querying, context summarization, and constrained generation for more accurate and reliable AI systems.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate