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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


  • G

    Google Cloud

    벡터 검색 및 임베딩

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Generative AI Agents, Google Cloud Platform, Natural Language Processing, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    REST Assured Java - Intermediate

    Skills you'll gain: API Testing, Restful API, Application Programming Interface (API), Test Script Development, Authentications, JSON, Security Testing, Authorization (Computing), Java Programming, Scenario Testing, Java, Test Tools

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Scrimba

    AI Engineering

    Skills you'll gain: Model Context Protocol, Prompt Engineering, Retrieval-Augmented Generation, LangChain, OpenAI API, Prompt Patterns, Embeddings, Image Analysis, Responsible AI, AI Workflows, OpenAI, LLM Application, AI Integrations, Cloud Deployment, Cloud Applications, Multimodal Prompts, Memory Management, Hugging Face, Vector Databases, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    362 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, Agentic Workflows, AI Orchestration, AI Workflows, Generative AI Agents, Agentic systems, LangChain, LLM Application, Responsible AI, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Python Programming, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Fine-tuning, Model Deployment, Applied Machine Learning, Application Deployment, API Testing, Model Optimization

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Web Scraping Tutorial with Scrapy and Python for Beginners

    Skills you'll gain: Web Scraping, Data Import/Export, Data Processing, Cascading Style Sheets (CSS), JSON, Data Pipelines, Extensible Languages and XML, Web Frameworks, Software Installation, Application Programming Interface (API), MongoDB, Data Storage, Hypertext Markup Language (HTML), Data Collection

    Beginner · Course · 3 - 6 Months

  • B

    Board Infinity

    Mastering DeepSeek.ai: From Fundamentals to Advanced Skills

    Skills you'll gain: Make.com, Email Automation, DeepSeek API, Deepseek, Workflow Management, Agentic Workflows, AI Workflows, No-Code Development, User Interface (UI), LLM Application, AI Integrations, Human Computer Interaction, Generative AI Agents, Large Language Modeling, Retrieval-Augmented Generation, Automation, Application Programming Interface (API), Natural Language Processing, Prompt Engineering, Debugging

    4.1
    Rating, 4.1 out of 5 stars
    ·
    61 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Snowflake Schema, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, AI Integrations, Data Warehousing, Embeddings, SQL

    4.8
    Rating, 4.8 out of 5 stars
    ·
    271 reviews

    Beginner · Professional Certificate · 1 - 3 Months

  • S

    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Prompt Patterns, Agentic Workflows, Generative Model Architectures, Multimodal Prompts, AI literacy, LLM Application, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    106 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud에서 생성형 AI 앱 만들기

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

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Surface Pattern Design by Hand: Repeat Patterns on Paper

    Skills you'll gain: Design Elements And Principles, Design, Adobe Photoshop, Digital Design, Graphics Software, Creative Design, Creativity, Aesthetics

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Vector Database Fundamentals

    Skills you'll gain: Vector Databases, Hugging Face, MongoDB, Embeddings, NoSQL, AI Personalization, Artificial Intelligence, PostgreSQL, Relational Databases, Database Management Systems, Generative AI, Operational Databases, SQL, Databases, Database Systems, LLM Application, Query Languages, Applied Machine Learning, Machine Learning, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    74 reviews

    Intermediate · Specialization · 1 - 3 Months

1…111213…18

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

  • 벡터 검색 및 임베딩: Google Cloud
  • REST Assured Java - Intermediate: EDUCBA
  • AI Engineering: Scrimba
  • Agentic AI with LangChain and LangGraph: IBM
  • Building and Fine-Tuning LLM Applications: Packt
  • Web Scraping Tutorial with Scrapy and Python for Beginners: Packt
  • Mastering DeepSeek.ai: From Fundamentals to Advanced Skills: Board Infinity
  • Snowflake Generative AI: Snowflake
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud

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