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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


  • G

    Google Cloud

    Einbettungen, Vektorsuche und RAG mit BigQuery erstellen

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

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

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

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Crea embeddings, búsqueda de vectores y RAG con BigQuery

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

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Gemini, Google Gemini, Vector Databases, Embeddings, 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

  • P

    Packt

    Advanced Prompt Engineering and Memory Management

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Token Optimization, Memory Management, Context Management, Document Management, Embeddings, User Interface (UI), Vector Databases, Debugging

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    エンベディング作成、ベクトル検索、BigQuery での RAG

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Gemini, Google Gemini, Generative AI

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Building GenAI Applications and Agents

    Skills you'll gain: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Agentic Workflows, Tool Calling, ChatGPT, Responsible AI, Token Optimization, Embeddings, OpenAI, Generative AI, Python Programming

    ★ 4.3 (222) · Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Applied Generative AI & NLP with Python

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Hugging Face, Generative AI, Model Optimization, OpenAI API, Natural Language Processing, Model Training, Large Language Modeling, Generative Model Architectures, LLM Application, Transfer Learning, Embeddings, Python Programming, Artificial Intelligence, Data Preprocessing

    Intermediate · Course · 3 - 6 Months

  • D

    DeepLearning.AI

    Retrieval Optimization: Tokenization to Vector Quantization

    Skills you'll gain: Token Optimization, Embeddings, Retrieval-Augmented Generation, Vector Databases, Model Optimization, Large Language Modeling, Performance Tuning

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    使用 BigQuery 创建嵌入、向量搜索和 RAG

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

    Advanced · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Token Optimization, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Embeddings, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

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

  • Einbettungen, Vektorsuche und RAG mit BigQuery erstellen: Google Cloud
  • Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery: Google Cloud
  • Crea embeddings, búsqueda de vectores y RAG con BigQuery: Google Cloud
  • Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery: Google Cloud
  • 運用 BigQuery 建立嵌入項目、向量搜尋和 RAG: Google Cloud
  • Advanced Prompt Engineering and Memory Management: Packt
  • エンベディング作成、ベクトル検索、BigQuery での RAG: Google Cloud
  • Building GenAI Applications and Agents: Coursera
  • Applied Generative AI & NLP with Python: Packt
  • Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI

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