Retrieval Augmented Generation Courses and Certifications

AI Agents with Hugging Face smolagents

Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.

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

Graph RAG with LangChain and Neo4j

Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.

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

Building AI Agents with Haystack

Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

• DataCamp
• 1 hour 30 minutes
• Self-Paced
• Free Trial Available

Credential

Applied Generative AI Specialization

Master Azure OpenAI, Copilot Studio, and agentic frameworks through hands-on projects. Earn UCSB PaCE certificates while learning RAG, LLM design, prompt engineering, and multimodal GenAI.

• Simplilearn
• Self-Paced
• Paid Course

Credential

Professional Certificate Program in Agentic AI & Multi-Agent Systems

Master the skills to build multi-agent AI systems, RAG-driven workflows, and Azure-integrated agents. Earn certificates from IIT Patna and Microsoft while tackling real enterprise AI use cases.

• Simplilearn
• Self-Paced
• Paid Course

Gen AI Apps: Transform Your Work

This course introduces Google’s gen AI applications, such as Google Workspace with Gemini and NotebookLM.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Credential

Applied Generative AI Specialization

Learn applied generative AI with hands-on training in real-world tools and use cases. Build practical AI skills and accelerate your career with this certification course.

• Simplilearn
• 16 Weeks
• Self-Paced
• Paid Course

Explore AI-powered workflows for law enforcement documentation, analysis, and communication using Claude, covering prompting, file analysis, policy drafting, and responsible AI use across 10 hands-on modules.

• Noble Desktop
• Self-Paced
• $899.00

Credential

AI for Healthcare Administration

Explore how to leverage Claude AI for healthcare administration, mastering HIPAA-compliant workflows, documentation, prompting techniques, and integrations to streamline operations and enhance productivity.

• Noble Desktop
• Self-Paced
• $899.00

Code With Aarohi

Retrieval-Augmented Generation: Enhancing AI Models - Lecture 7

Explore Retrieval-Augmented Generation (RAG): theory, components, and practical implementation. Enhance AI models' capabilities with this comprehensive overview for beginners and enthusiasts alike.

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

Data Centric

Why Retrieval Augmented Generation (RAG) is Overrated

Explore the limitations of Retrieval Augmented Generation (RAG), including hallucinations, complexity, and cost. Learn practical approaches to make RAG more effective in AI applications.

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

Dan Vega

Getting Started with Retrieval Augmented Generation (RAG) in Java and Spring AI

Learn to implement Retrieval Augmented Generation (RAG) using Java and Spring AI. Explore RAG's applications, setup process, and practical implementation with a simple example.

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

AWS Events

Using Aurora as a Knowledge Base for Amazon Bedrock - Retrieval-Augmented Generation

Discover how to leverage Aurora as a Knowledge Base with Amazon Bedrock, enabling efficient document processing and vector search capabilities for building powerful generative AI applications with RAG implementation.

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

Krish Naik

Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search

Master advanced RAG techniques using MongoDB Vector Search to consolidate structured and unstructured data into a unified, flexible AI system for enhanced retrieval.

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

Complete Generative AI Course With Langchain and Huggingface

17434 ratings at Udemy

Complete Guide to Building, Deploying, and Optimizing Generative AI with Langchain and Huggingface

• Udemy
• 2 days 9 hours 38 minutes
• Self-Paced
• Paid Course