RAG Courses and Training

Learn RAG fundamentals, document retrieval and answer evaluation through RAG courses and training for beginners and professionals building document-based AI applications.

RAG courses to explore

Great Learning Academy

Introduction to RAG

Best for: exploring RAG fundamentals
Embeddings and vector databases · Information retrieval

★ 4.6 (86)

Beginner · 1.5 hours

Free Course

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RAG training without a coding background

Apply RAG with no-code tools and business-focused training. Find programs that emphasize practical workflows rather than programming.

University programs with RAG skills

Develop expertise in retrieval and document-grounded answers through a broader university curriculum. Explore programs that connect RAG to the responsibilities you want to take on.

Find your right learning option

Choose how far you want to take your learning

From exploring a new skill to building professional expertise, choose the learning experience that matches your goal.

Explore

Free courses

Explore a new skill and build your foundations before choosing longer training.

Best forBeginners and learners exploring a topic

  • Self-paced introductory courses
  • Foundations and selected tools
  • Free learning; certificate fees may apply
RAG skills and tools
ScalabilityEmbeddings And Vector DatabasesInformation Retrieval Techniques
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LatencyLLMs and prompt engineeringRAG pipeline development

What you getUnderstand the fundamentals

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For practical skill building Build

Pro+

Develop practical skills through paid courses and applied learning.

Best forLearners ready to put skills into practice

  • Professional skill development
  • Practice and projects in selected courses
  • Course content and subscription terms vary

What you getBuild and apply your skills

Explore Pro+ →
Specialize

Certificate programs

Develop deeper expertise through structured university and institution programs.

Best forProfessionals seeking specialist training

  • Structured curriculum
  • Faculty and expert learning in selected programs
  • Credential and eligibility depend on the program
RAG skills and tools
Agentic AI ArchitectureAI-Assisted Coding With PythonVector Database Integration
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Agentic AIAI Workflow DesignAI-Assisted Coding

What you getDevelop professional expertise

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Advance

Degrees

Explore university degrees for broader academic study and long-term learning goals.

Best forLearners seeking a formal university qualification

  • In-depth academic curriculum
  • Admission and study requirements
  • Qualification awarded by the university

What you getEarn a university degree

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  1. ExploreUnderstand
  2. BuildApply
  3. Get certifiedDevelop expertise
  4. TransformEarn a degree
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Compare learning, practice, tools, guidance, and credentials. Features vary by course and program.
Learning experienceExplore
Free courses		Build
Pro+		Specialize
Certificate programs		Advance
Degrees
Learn
Foundational knowledge✓✓✓✓
Advanced curriculum—✓✓✓
Structured learning—✓✓✓
Curriculum designed and delivered by faculty——✓✓
Practice
Exercises✓✓✓✓
Hands-on projectsLimited✓✓✓
Capstone / advanced project—Selected✓✓
Tools, AI & agents
Learn industry-relevant toolsSelected✓✓✓
Hands-on tool practiceBasic✓✓✓
Use tools in projectsLimited✓✓✓
Generative AI toolsSelected✓✓✓
AI coding tools—SelectedSelectedSelected
Build with AI agents—SelectedSelectedSelected
Agent frameworks & SDKs—SelectedSelectedSelected
Example tools & technologiesChatGPT, Python, Excel, SQLChatGPT, Python, Power BI, Tableau, Gemini, ClaudeChatGPT, Claude, Gemini, LangGraph, CrewAI, OpenAI Agents SDK, Google ADK, DatabricksPython, PyTorch, Hugging Face, LangGraph, LlamaIndex, Databricks, Snowflake, dbt
Get guidance
AI learning support—✓SelectedSelected
Expert / industry mentors——✓✓
Faculty-led learning——✓✓
Prove your skills
Great Learning certificateOptional✓——
University / institution credential——✓—
University degree———✓
Advance your career
Career guidance—LimitedSelectedSelected
Interview / profile support——SelectedSelected
Peer network——✓✓

This comparison describes Great Learning's broader learning formats, not every course in this skill. Tools, technologies, projects, credentials, faculty access, and career services vary by course, program, specialization, and region. Check the program details for included features. Free course access does not include a free certificate.

How to choose your RAG training

Start with RAG fundamentals

Understand how documents, embeddings and retrieval help an LLM answer questions. Start with an introduction before choosing deeper training.

Explore Introduction to RAG →

Build document-based applications

Have Python experience? Compare courses covering document processing, retrieval and answer evaluation. Check the practical work before enrolling.

Explore the RAG pipeline tutorial →

Explore RAG without coding

Review programs offering visual AI workflows. Check the tools, prerequisites and projects to see whether they match your intended application.

Explore no-code programs →

Choose broader university study

Compare RAG coverage within a wider AI curriculum. Review prerequisites, projects, support and weekly study commitment.

Explore university programs →

RAG insights and learner experiences

What Is RAG (Retrieval-Augmented Generation)? | AI Buzzwords Decoded

YouTube · Great Learning

Free AI Courses for Developers to Learn Python, GenAI and RAG from the Ground Up

YouTube · Great Learning

Retrieval Augmented Generation explained for Beginners | RAG in LLMs

YouTube · Great Learning

Build a Zero-Cost RAG Pipeline for PDFs (FAISS + Hugging Face)

YouTube · Great Learning

What is #RAG?

YouTube · Great Learning

Watch on the source platform

RAG course questions

What should I know before starting a RAG course?

Start with basic LLM concepts. Building applications usually also requires Python, document handling and API familiarity. Check the selected course’s prerequisites.

Can I learn RAG without coding?

You can explore retrieval-based workflows through visual tools. Coding courses provide practice implementing and evaluating the application. Choose according to what you want to build.

Should I choose a free introduction or a university program?

Start with Introduction to RAG to explore the topic. Consider university programs for broader study, practical work and structured support. Free course access and certificate availability have separate terms.

How long does it take to learn RAG?

Introduction to RAG contains 1.5 hours of learning content. Building and evaluating an application requires additional practice. Check individual university programs for their duration and weekly commitment.