Retrieval Augmented Generation (RAG) Courses and Certifications

Retrieval Augmented Generation (RAG)

192 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

Data Science Festival

Adventures in RAG: Practical Lessons from Deploying Retrieval-Augmented Generation Systems

Explore real-world insights into implementing Retrieval-Augmented Generation (RAG) systems for social care, covering challenges, solutions, and practical deployment strategies.

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

Scrimba

Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

63 ratings at Coursera

Master AI embeddings and vector databases for advanced applications, from setup to semantic searches and chatbot development. Gain practical skills in creating, managing, and querying embeddings for real-world AI solutions.

• Coursera
• 3 hours 34 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)

29 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

Beyond Basic RAG: Improving our Pipeline

Discover advanced RAG techniques including hybrid retrieval, query refinement, context summarization, and constrained generation to improve accuracy and reduce hallucinations.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Building a RAG-Powered Chatbot with LangChain and Python

Discover how to build RAG-powered chatbots using LangChain and Python, integrating document processing, contextual retrieval, and conversational memory for precise information delivery.

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

Credential

Building GenAI Applications with AWS

Unlock the complete GenAI journey on AWS through Bedrock models, Knowledge Bases for RAG, action-capable agents with Strands, and cloud deployment with AgentCore.

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

Credential

Building AI Agents with Custom Tools

Master advanced AI agent development from OpenAI completions to multi-agent systems, incorporating custom tools and RAG for real-world automation solutions.

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

Building a RAG-Powered Chatbot with LangChain and Java

Master RAG chatbot development using LangChain and Java to transform documents into interactive, context-aware conversational systems with retrieval capabilities.

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

Building a RAG-Powered Chatbot with LangChain and JavaScript

Discover how to build intelligent chatbots using LangChain and JavaScript that can query and analyze documents through RAG technology for precise information retrieval.

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

AI for the Workplace with Claude

Master Claude AI from zero to workplace expert, building personalized workflows with prompting, Projects, integrations, and advanced features for immediate professional use.

• VDCI
• 12 hours
• Self-Paced
• $799.00

Credential

Talk to Your Documents with LangChain and Go

Embark on a hands-on Go journey to build chat apps and RAG systems with LangChain: tune models, manage memory, process documents, retrieve context, and chat with your files accurately.

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

Building a RAG-Powered Chatbot with LangChain and Go

Master RAG chatbot development using LangChain and Go to transform documents into interactive, context-aware conversational systems with retrieval capabilities.

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

Building a RAG-Powered Chatbot with LangChain and TypeScript

Master RAG chatbot development using LangChain and TypeScript to create intelligent document-powered conversational systems with contextual retrieval and memory.

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