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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


  • D

    DeepLearning.AI

    Building AI Applications with Haystack

    Skills you'll gain: AI Orchestration, LLM Application, AI Workflows, OpenAI API, Agentic Workflows, Tool Calling, Generative AI Agents, Retrieval-Augmented Generation, Agentic systems, Data Pipelines

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

  • E

    Edureka

    Generative AI Architecture and Application Development

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative Model Architectures, Generative AI, Fine-tuning, Model Evaluation, Responsible AI, Information Privacy

    ★ 3.7 (15) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Create Generative AI Apps on Google Cloud

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Google Gemini, Prompt Engineering Tools, Multimodal Prompts, Large Language Modeling, Application Deployment

    ★ 3.9 (14) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Building Idiomatic Rust with Traits and Collections

    Skills you'll gain: Rust (Programming Language), Data Structures, Code Reusability, Package and Software Management, Memory Management

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Getting Started with Mistral

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Tool Calling, LLM Application, JSON, Large Language Modeling, Artificial Intelligence

    ★ 4.6 (16) · Beginner · Project · Less Than 2 Hours

  • D

    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API)

    ★ 2.5 (6) · Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Advanced Prompt Engineering Course

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Large Language Modeling, OpenAI API, Data Synthesis

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Enterprise AI and Data Engineering with Databricks

    Skills you'll gain: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy

    ★ 4.5 (6) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LLM Application, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Deployment, Cloud Computing Architecture, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

  • W

    Whizlabs

    NVIDIA: Prompt Engineering and Data Analysis

    Skills you'll gain: Prompt Engineering, Plot (Graphics), Prompt Engineering Tools, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Model Optimization, Data Visualization Software, Fine-tuning, Unstructured Data, Data Processing, Data Analysis

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Building AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, AI Workflows, AI Orchestration, OpenAI, Model Deployment, LLM Application, Agentic Workflows, Generative AI Agents, AI Integrations, Embeddings, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Decision Intelligence, Agentic systems, Prompt Engineering, Application Programming Interface (API), Responsible AI

    Intermediate · Specialization · 1 - 3 Months

  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Training, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI

    Beginner · Course · 1 - 4 Weeks

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

  • Building AI Applications with Haystack: DeepLearning.AI
  • Generative AI Architecture and Application Development: Edureka
  • Create Generative AI Apps on Google Cloud: Google Cloud
  • Building Idiomatic Rust with Traits and Collections: Packt
  • Getting Started with Mistral: DeepLearning.AI
  • End to End LLMs with Azure: Duke University
  • Advanced Prompt Engineering Course: Simplilearn
  • Enterprise AI and Data Engineering with Databricks: Pragmatic AI Labs
  • Microservices Architecture for AI Systems: Coursera
  • NVIDIA: Prompt Engineering and Data Analysis: Whizlabs

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