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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

    Advancing Women in Tech

    AI Automation with Claude

    Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, Business Process Automation, Multimodal Prompts, Prompt Patterns, AI literacy, Generative AI Agents, Productivity, Context Engineering, Document Management

    ★ 4.8 (24) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vector Search and Embeddings

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI Agents, Generative AI, Large Language Modeling, Google Cloud Platform

    ★ 4.2 (19) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    RESTful API with Rust: Build a Game Map Server

    Skills you'll gain: Scalability, Restful API, Rust (Programming Language), Application Programming Interface (API), Build Tools, Package and Software Management, OS Process Management, Video Game Development, Web Development, Program Development, Programming Principles, Servers, TCP/IP

    Intermediate · Guided Project · Less Than 2 Hours

  • 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

  • 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 (11) · Mixed · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Fine-tuning, Performance Measurement, Business Solutions, Performance Improvement, Business Analysis

    ★ 4.4 (40) · Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Generative AI Applications with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Generative AI Agents, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, AI Workflows, Agentic Workflows, LLM Application, Amazon Web Services, Context Management, Agentic systems

    ★ 4.5 (18) · Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    Vector Databases: from Embeddings to Applications

    Skills you'll gain: Vector Databases, Embeddings, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Algorithms, Semantic Web

    ★ 4.5 (11) · Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Agentic Workflows, Generative AI, Model Evaluation, Agentic systems, LangChain, Data Ethics, Image Quality

    Intermediate · Professional Certificate · 3 - 6 Months

  • D

    DeepLearning.AI

    Practical Multi AI Agents and Advanced Use Cases with crewAI

    Skills you'll gain: CrewAI, AI Workflows, Agentic Workflows, AI Orchestration, LLM Application, Large Language Modeling, Generative AI Agents, Process Modeling, Tool Calling, Agentic systems, Application Deployment, Enterprise Application Management, Program Development, Development Environment, Model Evaluation

    ★ 4.9 (23) · Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Building Applications with DeepSeek

    Skills you'll gain: DeepSeek API, Deepseek, User Interface (UI), LLM Application, AI Workflows, AI Integrations, Human Computer Interaction, Agentic Workflows, Retrieval-Augmented Generation, AI Product Strategy, Embeddings, Application Deployment, Case Studies

    ★ 4 (9) · Intermediate · Course · 1 - 4 Weeks

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

  • AI Automation with Claude: Advancing Women in Tech
  • Vector Search and Embeddings: Google Cloud
  • RESTful API with Rust: Build a Game Map Server: Coursera
  • Building and Fine-Tuning LLM Applications: Packt
  • REST Assured Java - Intermediate: EDUCBA
  • Developing Generative AI Solutions: Amazon Web Services
  • Generative AI Applications with Amazon Bedrock: Amazon Web Services
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Vector Databases: from Embeddings to Applications: DeepLearning.AI
  • Open Generative AI: Build with Open Models and Tools: Coursera

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