Retrieval Augmented Generation (RAG) Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Free Online Course

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
• On-Demand
• $799.00

Build Serverless AI Agents with Langbase

Discover how to build powerful AI agents using Langbase's serverless cloud platform, covering memory creation, document uploads, RAG retrieval, and pipeline development.

• Scrimba
• 49 minutes
• On-Demand
• Free Online Course

James Briggs

Better Llama with Retrieval Augmented Generation - RAG

1 review

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
• On-Demand
• Free Video

Retrieval Augmented Generation (RAG)

187 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
• On-Demand
• 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
• On-Demand
• Free Video

Scrimba

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

57 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
• On-Demand
• Paid Course

RAG (Retrieval Augmented Generation) & Private AI Strategy

46 ratings at Udemy

Master Vector Databases, Semantic Search & Data Prep. Mitigate Hallucinations & chat with your Private Data securely.

• Udemy
• 2 hours 12 minutes
• On-Demand
• Paid Course

Coursera

Introduction to Retrieval Augmented Generation (RAG)

26 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Certificate

Microcredential

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
• On-Demand
• Free Certificate
• 4 courses

Microcredential

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
• On-Demand
• Free Certificate
• 4 courses

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
• On-Demand
• Free Certificate