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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


  • C

    Coursera

    Launching Your Vector Database Career

    Skills you'll gain: Vector Databases, Technical Communication, Technical Writing, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Applied Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Rust for Data Engineering

    Skills you'll gain: Claude Code, Rust (Programming Language), Infrastructure as Code (IaC), CI/CD, PostgreSQL, Redis, Google Cloud Platform, Ubuntu, Agile Project Management, Prometheus (Software), Data Engineering, Linux Commands, SQL, Extract, Transform, Load, Containerization, Amazon S3, Computational Logic, Software Development, AI literacy, Cloud Computing

    Beginner · Specialization · 3 - 6 Months

  • P

    Pragmatic AI Labs

    Enterprise AIOps with Amazon Q Business

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Large Language Modeling, Generative AI, Data Management, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    HelixDB From Zero

    Skills you'll gain: Retrieval-Augmented Generation, Rust (Programming Language), Vector Databases, Query Languages, Relational Databases, Database Design, Graph Theory, Command-Line Interface, Network Routing, Embeddings, Data Storage, Data Validation, Algorithms

    Intermediate · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    AI Orchestration: From local models to cloud

    Skills you'll gain: AI Orchestration, AI Workflows, Cloud Infrastructure, AI Integrations, Retrieval-Augmented Generation, AWS SageMaker, Prompt Engineering, Hugging Face, Prompt Patterns, Cloud Deployment, Cloud Computing Architecture, Model Deployment, LLM Application, Large Language Modeling, Cloud Technologies, Model Optimization, Analysis, Rust (Programming Language), System Monitoring, Computer Graphics

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Certified Azure AI Engineer Associate AI-102

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Generative AI, Microsoft Azure, LLM Application, Artificial Intelligence, AI Orchestration, Agentic Workflows, OpenAI, OpenAI API, AI Workflows, Natural Language Processing, Microsoft Development Tools, Computer Vision, AI Integrations, Image Analysis, Agentic systems, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced LLM Design: Retrieval, Context, and Prompts

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Model Evaluation, Embeddings, Context Management, Vector Databases, Artificial Intelligence, Scalability, Performance Metric, Machine Learning, Application Programming Interface (API), Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Fundamentals of Gen AI Retrieval Dynamics

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Generative AI, AI literacy, LLM Application, Large Language Modeling, AI Enablement, AI Integrations, AI Workflows, Performance Tuning, Data Architecture, Data Integrity, Data Collection, Document Control, Data Infrastructure, Document Management, Data Preprocessing, Data Transformation, Data Structures, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    ROS 2 Foundations: Architecture, Programming & Core Concepts

    Skills you'll gain: Robotics, Docker (Software), Containerization, Ubuntu, System Configuration, Systems Architecture, Middleware, Configuration Management, Software Architecture, Python Programming, C and C++, Package and Software Management, Application Programming Interface (API), Operating Systems, C++ (Programming Language), Open Source Technology, Software Installation, Generative AI, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Advanced Agentic AI: Production Data Architecture

    Skills you'll gain: Prompt Engineering, Agentic Workflows, MongoDB, Retrieval-Augmented Generation, Vector Databases, Generative AI Agents, Scalability, Model Context Protocol, Context Engineering, Data Architecture, Systems Design, Tool Calling, System Design and Implementation, Development Environment, Embeddings, PostgreSQL, Database Design, Object-Relational Mapping, Data Modeling, SQL

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery로 임베딩, 벡터 검색, RAG 만들기

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

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    運用 BigQuery 建立嵌入項目、向量搜尋和 RAG

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

    Advanced · Course · 1 - 4 Weeks

1…789…18

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

  • Launching Your Vector Database Career: Coursera
  • Rust for Data Engineering: Pragmatic AI Labs
  • Enterprise AIOps with Amazon Q Business: Pragmatic AI Labs
  • HelixDB From Zero : Pragmatic AI Labs
  • AI Orchestration: From local models to cloud: Pragmatic AI Labs
  • Microsoft Certified Azure AI Engineer Associate AI-102: Packt
  • Advanced LLM Design: Retrieval, Context, and Prompts: Packt
  • Fundamentals of Gen AI Retrieval Dynamics: SkillsBooster Academy
  • ROS 2 Foundations: Architecture, Programming & Core Concepts: Packt
  • Advanced Agentic AI: Production Data Architecture: LearnKartS

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