Retrieval Augmented Generation Courses and Certifications

Master RAG: Retrieval-Augmented Generation Systems [NEW]

224 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
• On-Demand
• Paid Course

Master RAG: Ultimate Retrieval-Augmented Generation Course

191 ratings at Udemy

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

• Udemy
• 4 hours 55 minutes
• On-Demand
• Paid Course

Basic to Advanced: Retreival-Augmented Generation (RAG)

143 ratings at Udemy

Multi-modal RAG Stack: A Hands-on Journey Through Vector Stores, LLM Integration, and Advanced Retrieval Methods

• Udemy
• 2 hours 22 minutes
• On-Demand
• Paid Course

RAG, AI Agents and Generative AI with Python and OpenAI 2025

95 ratings at Udemy

Mastering Retrieval-Augmented Generation (RAG), Generative AI (Gen AI), AI Agents, Agentic RAG, OpenAI API with Python

• Udemy
• 1 day 8 hours 37 minutes
• On-Demand
• Paid Course

RAG in Azure with OpenAI and ChatGPT LLM model

62 ratings at Udemy

Extending LLM models using Azure services and tools

• Udemy
• 1 hour 10 minutes
• On-Demand
• Paid Course

Unstructured Data Preprocessing for RAG Apps & LLMs - [NEW]

27 ratings at Udemy

Master Unstructured Data with ViT, Metadata, Advanced Chunking, Hybrid Search, and RAG Techniques

• Udemy
• 3 hours 4 minutes
• On-Demand
• Paid Course

Implementing Retrival Multimodal data for beginners

28 ratings at Udemy

Learn how to implement Retrival multimodal data and multimodal and Build multi-vector systems more!

• Udemy
• 1 hour 3 minutes
• On-Demand
• Paid Course

Multimodal RAG: AI Search & Recommender Systems with GPT-4

15 ratings at Udemy

Mastering Multimodal RAG: Build AI-Powered Search & Recommender Systems with GPT-4, CLIP, and ChromaDB

• Udemy
• 1 hour 36 minutes
• On-Demand
• Paid Course

Advanced Retrieval Augmented Generation

10 ratings at Udemy

How to make Advanced RAG work in practice with Evaluations, Agentic Patterns and Generative AI with LLM

• Udemy
• 10 hours 32 minutes
• On-Demand
• Paid Course

Building AI Applications with Haystack

Learn to build flexible AI applications using Haystack framework. Develop RAG pipelines, custom components, conditional routing, self-reflecting agents, and chat agents with function-calling capabilities.

• Coursera
• 1 hour 2 minutes
• On-Demand
• Paid Course

H2O.ai

H2O GPTe Learning Path

Master enterprise AI with H2O GPTe, covering AI-powered search, RAG techniques, Python API integration, and web application development for transforming organizational data strategies.

• Coursera
• 1 hour 49 minutes
• On-Demand
• Free Online Course (Audit)

Confluent

Retrieval Augmented Generation (RAG) with Data Streaming for GenAI Applications

Explore Retrieval Augmented Generation (RAG) with data streaming to enhance LLM outputs. Learn how Apache Kafka and Flink enable real-time, contextualized data for reliable GenAI applications.

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

The ASF

Navigating Challenges and Enhancing Performance of LLM-based Applications

Explore strategies for optimizing Retrieval-Augmented Generation applications, addressing challenges in evaluation and performance enhancement for improved accuracy and contextual depth in AI-generated responses.

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

Unify

Complex Agentic RAG Systems - Overcoming Limitations of Traditional RAG

Explore advanced agentic RAG systems with expert Atita Arora, overcoming traditional limitations and revolutionizing information retrieval for AI and machine learning applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

LLMOps Space

Private RAG with Open Source and Custom LLMs - BentoML and OpenLLM

Explore practical considerations for building private RAG applications using open source and custom LLMs. Learn about OpenLLM and optimize inference performance for RAG deployments.

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