Retrieval Augmented Generation Courses and Certifications

LearnKartS

Build Production AI Agents with RAG & MCP

Master building production-ready AI agents using RAG & MCP, integrating Gemini and OpenAI with Node.js backends, embeddings, semantic search, and scalable architectures for real-world applications.

• Coursera
• 11 hours 31 minutes
• Self-Paced
• Paid Course

Board Infinity

RAG Systems & Agentic Workflows with Pinecone and LangGraph

Master RAG pipelines, vector databases, and agentic workflows using Pinecone, LangChain, and LangGraph to build production-ready AI systems with memory, semantic search, and observability.

• Coursera
• 19 hours 21 minutes
• Self-Paced
• Paid Course

Fundamentals of Gen AI Retrieval Dynamics

Explore how retrieval systems work in Gen AI, covering embeddings, similarity, chunking, reranking, and diagnostics to design, debug, and improve RAG-based systems with strong mental models.

• Coursera
• 4 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

RAG Systems and Production Operations

Master RAG systems from foundational architecture to production-grade deployment, implementing Self-RAG, Corrective RAG, secure vector DBs, and optimized pipelines for enterprise AI applications.

• Coursera
• 9 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Korean)

Discover how to enhance AI responses by building RAG workflows with Amazon OpenSearch Service, focusing on vector embeddings and advanced search capabilities for improved accuracy.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Indonesian)

Delve into building effective RAG workflows using Amazon OpenSearch Service to enhance AI response accuracy through advanced search capabilities and knowledge base integration.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Creación de flujos de trabajo de generación aumentada por recuperación (RAG) en Amazon OpenSearch Service (Español LATAM) | Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (LATAM Spanish)

Descubre cómo implementar flujos RAG en Amazon OpenSearch Service para mejorar la precisión de respuestas IA, combinando recuperación de información y generación de texto con técnicas avanzadas de búsqueda.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Criação de fluxos de trabalho para geração aumentada de recuperação (RAG) com Amazon OpenSearch Service (Português) | Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Portuguese)

Explore a criação de soluções RAG com Amazon OpenSearch Service, combinando recuperação de informações e geração de texto para respostas de IA mais precisas e relevantes.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Bahasa Indonesia)

Delve into building RAG workflows with Amazon OpenSearch Service to enhance AI response accuracy by combining information retrieval with text generation techniques and vector embeddings.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (한국어)

Dive into RAG(검색 증강 생성) 워크플로우를 구축하고 Amazon OpenSearch Service를 활용하여 AI 생성 응답의 정확도를 향상시키는 방법을 마스터하세요. 벡터 임베딩과 고급 검색 기능을 통해 효과적인 검색기를 구현합니다.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (简体中文)

Dive into building RAG workflows with Amazon OpenSearch Service to enhance AI responses through advanced information retrieval and text generation techniques.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (日本語)

Dive into RAG workflows using Amazon OpenSearch Service to enhance AI-generated responses through advanced search capabilities and vector embeddings for improved information retrieval.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch Service (Simplified Chinese)

Dive into building RAG workflows with Amazon OpenSearch Service to enhance AI response accuracy through advanced information retrieval and text generation techniques.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Coursera

Advanced Model Architectures & Language AI

Master advanced AI techniques including decision trees, ensemble methods, neural networks, LLMs, and RAG chatbots to build and deploy production-ready machine learning solutions.

• Coursera
• 15 hours
• Self-Paced
• Paid Course

Packt

Advanced LLM Design: Retrieval, Context, and Prompts

Master advanced LLM design with RAG patterns, hybrid search, prompt engineering, and enterprise evaluation strategies to build scalable, reliable AI solutions for complex business environments.

• Coursera
• 4 hours
• Self-Paced
• Paid Course