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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


  • F

    Fractal Analytics

    Data Frameworks for Generative AI

    Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • O

    Oracle

    Oracle Cloud Infrastructure Generative AI Professional

    Skills you'll gain: LangChain, Large Language Modeling, LLM Application, Generative AI, Retrieval-Augmented Generation, Vector Databases, Generative Model Architectures, Oracle Cloud, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Advanced Retrieval for AI with Chroma

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Fine-tuning, Embeddings

    4.3
    Rating, 4.3 out of 5 stars
    ·
    11 reviews

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Building API Test Automation Framework Using Rest Assured

    Skills you'll gain: API Testing, Test Automation, Test Script Development, Test Tools, Application Programming Interface (API), Restful API, Software Testing, Code Reusability, Configuration Management, Java Programming, Maintainability

    4.3
    Rating, 4.3 out of 5 stars
    ·
    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced Prompt Engineering and Memory Management

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Token Optimization, Memory Management, Context Management, Document Management, Embeddings, User Interface (UI), Vector Databases, Debugging

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Test Accessibility of Your Design with WAVE

    Skills you'll gain: Web Content Accessibility Guidelines, Usability, Web Design, Information Architecture, Web Development Tools, Test Tools, Web Development, Customer Service

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    エンベディング作成、ベクトル検索、BigQuery での RAG

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Gemini, Google Gemini, Generative AI

    Advanced · Course · 1 - 4 Weeks

  • I

    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LangChain, LLM Application, OpenAI API, Hugging Face, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Web Design and Development, Web Development, Front-End Web Development, Image Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    278 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    使用 BigQuery 创建嵌入、向量搜索和 RAG

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Google Gemini, Generative AI, Large Language Modeling, LLM Application, Responsible AI, Google Cloud Platform, Data Pipelines

    Advanced · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Token Optimization, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Embeddings, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

  • I

    IBM

    Generative AI: Elevate your Software Development Career

    Skills you'll gain: Data Ethics, Generative AI Agents, Generative AI, Software Design Documents, Software Design, AI Integrations, Software Architecture, Agentic Workflows, Continuous Integration, Software Development, Prompt Patterns, LLM Application, Application Security, Software Engineering, Code Review, Debugging, DevSecOps

    4.5
    Rating, 4.5 out of 5 stars
    ·
    250 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    I

    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, LangChain, LangGraph, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Large Language Modeling, Analytics, Software Design Patterns

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Data Frameworks for Generative AI: Fractal Analytics
  • Oracle Cloud Infrastructure Generative AI Professional: Oracle
  • Advanced Retrieval for AI with Chroma: DeepLearning.AI
  • Building API Test Automation Framework Using Rest Assured: Coursera
  • Advanced Prompt Engineering and Memory Management: Packt
  • Test Accessibility of Your Design with WAVE: Coursera
  • エンベディング作成、ベクトル検索、BigQuery での RAG: Google Cloud
  • Building Generative AI-Powered Applications with Python: IBM
  • 使用 BigQuery 创建嵌入、向量搜索和 RAG: Google Cloud
  • Prompt Compression and Query Optimization: DeepLearning.AI

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