Retrieval Augmented Generation Courses and Certifications

Career Certificate

Learn Retrieval Augmented Generation

105 ratings at Boot.dev

Master modern search techniques from keyword to vector search, building complete RAG pipelines with Python, embeddings, LLMs, and multimodal retrieval systems.

• Boot.dev
• 40 hours
• Self-Paced
• Paid Course

Career Certificate

Foundations of Retrieval Augmented Generation (RAG) Systems

231 ratings at CodeSignal

Master RAG systems fundamentals: vector databases, semantic retrieval with embeddings, and building complete pipelines to enhance text generation accuracy.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Foundations of Retrieval Augmented Generation Systems with Java

Master RAG systems in Java: combine retrieval with LLMs, use vector databases, apply embeddings for semantic search, and build complete end-to-end pipelines.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Retrieval Augmented Generation Basics with JS

Master RAG fundamentals in JavaScript through vector databases, semantic embeddings, and building complete end-to-end retrieval augmented generation pipelines.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

Document Context and Retrieval-Augmented Generation (RAG)

Master Retrieval-Augmented Generation to build smarter email assistants using external documents, vector databases, and semantic search for personalized responses.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Career Certificate

Foundations of Retrieval Augmented Generation Systems with Rust

1 rating

Discover how to build powerful Retrieval-Augmented Generation systems using Rust, from vector databases to complete context-aware pipelines.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

Retrieval Augmented Generation (RAG)

200 ratings at Coursera

Master building production-ready RAG systems that connect LLMs to external data sources through hands-on labs with vector databases, retrieval methods, and real-world datasets.

• Coursera
• 1 day 7 hours 16 minutes
• Self-Paced
• Paid Course

Master RAG: Retrieval-Augmented Generation Systems [NEW]

1249 ratings at Udemy

Unlock the Power of AI with the RAG Triad: Advanced Techniques in Information Retrieval, Response Generation with RAG

• Udemy
• 1 hour 44 minutes
• Self-Paced
• Paid Course

Coursera

Introduction to Retrieval Augmented Generation (RAG)

34 ratings at Coursera

Master Retrieval Augmented Generation (RAG) development using LangChain, vector databases, and LLMs. Build applications that leverage organizational data with advanced prompt engineering and essential RAG components.

• Coursera
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Master RAG: Ultimate Retrieval-Augmented Generation Course

811 ratings at Udemy

Learn RAG for LLMs and Advanced Retrieval Techniques | LangChain and Embeddings | Multi-Agent RAG | RAG Pipelines

• Udemy
• 4 hours 56 minutes
• Self-Paced
• Paid Course

Large Language Models (LLMs) and Retrieval Augmented Generation (RAG)

40 ratings at Udacity

Master LLMs and RAG to build sophisticated text generation applications with prompt engineering, vector databases, and performance evaluation using RAGAS framework.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

Unlock LLM potential by integrating external data through RAG. Build AI systems that search, retrieve, and cite documents for reliable, context-aware responses using Streamlit and ChromaDB.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

AI Engineering: Retrieval Augmented Generation (RAG) for LLMs

Master Retrieval Augmented Generation to build smarter AI systems using OpenAI APIs, FAISS, and advanced prompt engineering through hands-on projects and real-world applications.

• Zero To Mastery
• 20 hours
• Self-Paced
• Paid Course

Sam Witteveen

RAG - Retrieval Augmented Generation with LangChain and Advanced Techniques

Master Retrieval Augmented Generation techniques using LangChain, ChromaDB, and local LLMs through hands-on examples covering basic to advanced RAG implementations and optimization strategies.

• YouTube
• 2 hours 59 minutes
• Self-Paced
• Free Video

Krish Naik

Introduction to Understanding RAG - Retrieval-Augmented Generation

Discover how RAG optimizes large language models by integrating external knowledge bases to generate more accurate, relevant responses without costly retraining.

• YouTube
• 21 minutes
• Self-Paced
• Free Video