Retrieval Augmented Generation Courses and Certifications

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

End-to-End RAG with Weaviate

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

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

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

Building Generative AI Apps to Talk to Your Data

Build conversational AI apps that answer questions from your data with Cortex Search and Cortex Analyst on Snowflake.

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

Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery

Découvrez comment implémenter la génération augmentée par récupération (RAG) dans BigQuery pour réduire les hallucinations de l'IA, en maîtrisant les embeddings, la recherche vectorielle et l'intégration avec Gemini.

• Coursera
• 1 hour 50 minutes
• Self-Paced
• Paid Course

Learn RAG

Learn how to improve the accuracy and reliability of LLM-based apps by implementing Retrieval-augmented Generation (RAG) using embeddings and a vector database.

• Scrimba
• 1 hour 34 minutes
• Self-Paced
• Paid Course

Career Certificate

AI for the Workplace with Claude

Master Claude AI from beginner to advanced workplace integration, building personalized workflows with prompting, Projects, Cowork, and tool connections like Slack and Google Drive.

• Noble Desktop
• Self-Paced
• $799.00

Career Certificate

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

Build Serverless AI Agents with Langbase

Learn to build AI agents with Langbase, the world’s most powerful serverless AI cloud.

• Scrimba
• 49 minutes
• Self-Paced
• Free Online Course

UCSB PaCE Career Certificate

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
• 16 hours
• Self-Paced
• $899.00

James Briggs

Better Llama with Retrieval Augmented Generation - RAG

1 rating

Learn to enhance Llama 2 using Retrieval Augmented Generation (RAG). Build a pipeline with Pinecone, Llama 2 13B, and integrate it using Hugging Face and LangChain for improved, up-to-date language model performance.

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

Free Intro to Mistral AI Tutorial: Learn to build intelligent apps in this course by Mistral AI and Scrimba

1 rating

Learn how to use the Mistral AI to build intelligent apps, all the way from simple chat completions to advanced use-cases like RAG and function calling. Created

• Scrimba
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Discover AI

LLama 2 and PEFT Documentation - Building Interactive LLM with Retrieval Augmented Generation

Master building a RAG-enhanced LLM system using Llama 2 through hands-on coding. Learn web scraping, embedding generation, vector indexing, and semantic search to create an AI that leverages external knowledge sources.

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