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Retrieval-Augmented Generation (RAG) Courses

Retrieval-augmented generation (RAG) courses can help you learn how to combine information retrieval with generative models, enhancing the quality of AI outputs. You’ll explore techniques for integrating external knowledge sources, fine-tuning models for specific tasks, and evaluating the effectiveness of generated content.

Popular RAG Courses and Certifications


  • Status: Free Trial
    Free Trial
    E

    Edureka

    Develop Intelligent AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Agentic Workflows, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Memory Management, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Document Management, Scalability, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Generative AI Using SAS

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Generative Model Architectures, LLM Application, Responsible AI, Data Synthesis, SAS (Software), Applied Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    W

    Whizlabs

    Getting Started with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Responsible AI, Retrieval-Augmented Generation, AI Orchestration, Amazon Web Services, Agentic Workflows, Generative AI, AI Security, Generative AI Agents, Data Ethics, Model Evaluation, Automation, Systems Integration, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Advanced Agentic AI: Production Data Architecture

    Skills you'll gain: Prompt Engineering, Agentic Workflows, MongoDB, Generative AI Agents, Scalability, Context Engineering, Data Architecture, Systems Design, System Design and Implementation, Development Environment, Embeddings, PostgreSQL, Database Design, Object-Relational Mapping, Data Modeling, SQL, Data Migration, Debugging

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Tool Calling, Large Language Modeling, OpenAI API, LLM Application, Multimodal Prompts, OpenAI, GitHub Copilot, Spring Framework, AI Integrations, Generative AI, Image Analysis, Embeddings, Spring Boot, Vector Databases, Real Time Data

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Deploy, Test & Secure AI Workflows with n8n

    Skills you'll gain: Retrieval-Augmented Generation, AI Security, AI Workflows, Model Context Protocol, Application Deployment, AI Orchestration, System Monitoring, Security Controls, Prompt Engineering, Containerization, Automation, Cloud Deployment, Data Migration, Model Evaluation, Docker (Software), Verification And Validation, Configuration Management, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS Foundation for Senior Managers

    Skills you'll gain: Amazon Bedrock, AWS Identity and Access Management (IAM), Identity and Access Management, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Cloud Computing Architecture, Generative Model Architectures, Cloud Solutions, Generative AI, Amazon Web Services, Cloud Computing, Cloud Services, Cloud Technologies, Generative AI Agents, AWS CloudFormation, AI Security, Agentic Workflows, Governance, Amazon CloudWatch

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Crea apps basadas en IA generativa en Google Cloud

    Skills you'll gain: LLM Application, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, Prompt Patterns, Google Cloud Platform, Large Language Modeling, Prompt Engineering Tools, Application Deployment, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative AI Agents, Agentic Workflows, Document Management, Generative AI, AI Workflows, Web Applications, Artificial Intelligence, Agentic systems, Model Optimization, Application Programming Interface (API), Workflow Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    AWS Tools and Services for AI

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Prompt Engineering Tools, Generative AI, Multimodal Prompts, Model Evaluation, Model Optimization, Generative Model Architectures, LLM Application, Amazon Web Services, Embeddings, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Advanced Data Techniques for Enterprise AI Systems

    Skills you'll gain: AI Security, Vector Databases, Data Strategy, Data Management, Data Architecture, Data Security, Data Governance, Generative AI Agents, Metadata Management, Containerization, Data Ethics, Interoperability, Data Store, Retrieval-Augmented Generation, Taxonomy, Data Storage, Data Processing, Large Language Modeling, Machine Learning, Agentic systems

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    CertNexus

    Agentic AI Builder: Setting Up a Functional AI Agent

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, AI Security, Model Deployment, Large Language Modeling, Application Deployment, Development Environment, Security Testing, Responsible AI, Virtual Environment, Software Development, Python Programming, Software Testing, Microsoft Visual Studio, Computer Programming, Software Design

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular rag courses

  • Develop Intelligent AI Agents with OpenAI: Edureka
  • Generative AI Using SAS: SAS
  • Getting Started with Amazon Bedrock: Whizlabs
  • Advanced Agentic AI: Production Data Architecture: LearnKartS
  • Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot: Packt
  • Deploy, Test & Secure AI Workflows with n8n: LearnKartS
  • AWS Foundation for Senior Managers: Whizlabs
  • Crea apps basadas en IA generativa en Google Cloud: Google Cloud
  • H2O GPTe Learning Path: H2O.ai
  • AWS Tools and Services for AI: LearnKartS

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