Retrieval Augmented Generation Courses and Certifications

MLCon | Machine Learning Conference

How to Make LLMs Truly Understand Context - Advanced RAG with Knowledge Graphs

Discover how knowledge graphs transform RAG systems to make LLMs truly understand context, improving accuracy while reducing hardware requirements in this 52-minute MLcon session.

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

GeeCON Conference

Avoid Common LLM Pitfalls

Discover techniques to overcome LLM hallucinations, outdated info, and cost issues through grounding, RAG, function calling, and security testing for real-world applications.

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

Complete Generative AI Course With Langchain and Huggingface

16929 ratings at Udemy

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

• Udemy
• 2 days 9 hours 38 minutes
• On-Demand
• Paid Course

The Power of RAG at Scale: A Year of Explosive Growth and Observability Challenges

Explore Retrieval Augmented Generation (RAG) deployment, scaling with Kubernetes, and LLM observability using TruLens. Learn to assess RAG performance and deploy production-grade LLM applications with cloud-native architecture.

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

Donato Capitella

Introduction to Retrieval Augmented Generation (RAG) with LLMs - Part 1

Dive into Retrieval Augmented Generation (RAG) fundamentals and build a practical system using Langchain, GPT-3.5, and ChromaDB to enhance LLM capabilities with external knowledge retrieval.

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

Introduction to Retrieval Augmented Generation (RAG)

46 ratings at Coursera

Learn to build a powerful RAG system using Pandas, SentenceTransformers, and LLMs. Hands-on project covers data import, embeddings creation, and integration with Qdrant for advanced AI applications.

• Coursera
• 5 hours 9 minutes
• On-Demand
• Paid Course

Developing LLM Applications with LangChain

14 ratings at DataCamp

Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Microcredential

Azure Generative AI Engineer

7 ratings at Udacity

Master Azure's generative AI tools to build advanced applications with OpenAI models, RAG pipelines, and multimodal solutions for real-world deployment.

• Udacity
• 29 hours
• On-Demand
• Paid Course

Multi-Agent Systems

6 ratings at Udacity

Master coordinated AI agent teams through Python implementation, orchestration techniques, state management, and multi-agent RAG to build powerful automated systems.

• Udacity
• 14 hours
• On-Demand
• Paid Course

Gemini API by Google

3 ratings at Udacity

Master Google's Gemini API to build AI applications with text, images, and code through hands-on prompt engineering and RAG implementation taught by UC Berkeley experts.

• Udacity
• 2 hours
• On-Demand
• Free Online Course

Vector Databases for Embeddings with Pinecone

Discover how the Pinecone vector database is revolutionizing AI application development!

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Developing Applications with LangChain

Learn how to build impactful LLM applications, including RAG workflows and agentic systems, using the LangChain framework!

• DataCamp
• 9 hours
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Trial Available

Large Language Models (LLMs) & Text Generation

Master LLM fundamentals, transformer architectures, and attention mechanisms while building a custom chatbot through hands-on projects with prompt engineering and RAG techniques.

• Udacity
• 12 hours
• On-Demand
• Paid Course

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
• On-Demand
• Free Trial Available