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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


  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alberta Machine Intelligence Institute

    Generative AI Essentials

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 1 - 3 Months

  • L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • A

    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Patterns, Generative Model Architectures, Large Language Modeling, AI Security, Open Source Technology, Responsible AI, Embeddings, Fine-tuning, Natural Language Processing

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Building intelligent agent workflows

    Skills you'll gain: Retrieval-Augmented Generation, Agentic Workflows, AI Workflows, AI Orchestration, AI Integrations, Context Engineering, Regulatory Compliance, Responsible AI, Context Management

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Generative AI in Software Development

    Skills you'll gain: Generative Model Architectures, GitHub Copilot, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Gemini, Software Development Tools, Fine-tuning, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, Prompt Patterns, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Token Optimization, Generative Model Architectures, AI Integrations, Fine-tuning, Embeddings, Data Pipelines, Containerization, Restful API, Docker (Software)

    1.7
    Rating, 1.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud에서 생성형 AI 앱 만들기

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

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Vector Search 和嵌入

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

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

  • S

    Scrimba

    Intro to Mistral AI

    Skills you'll gain: Vector Databases, Retrieval-Augmented Generation, LangChain, Embeddings, Generative AI Agents, LLM Application, Tool Calling, Agentic systems, Artificial Intelligence, Generative AI, Large Language Modeling, Application Development

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Selecting the Right LLM with Hugging Face: Coursera
  • Generative AI Essentials: Alberta Machine Intelligence Institute
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
  • Building intelligent agent workflows: Microsoft
  • Generative AI in Software Development: Board Infinity
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud
  • Vector Search 和嵌入: Google Cloud

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