Certification: RAG Fundamentals & Advanced Techniques for Applied AI Solutions

Show the world you have AI skills—master Retrieval-Augmented Generation with hands-on techniques for building real-world solutions. This certification brings depth to your expertise and helps your CV stand out in the evolving field of applied AI.

Certification
Certification: RAG Fundamentals & Advanced Techniques for Applied AI Solutions

About this certification

The Certification: RAG Fundamentals & Advanced Techniques for Applied AI Solutions provides a comprehensive understanding of retrieval augmented generation (RAG) and its advanced applications in AI-driven projects. Gain valuable skills such as improved decision-making, adaptability, and a competitive advantage by mastering both foundational and advanced RAG methodologies. Enroll today to future-proof your career and unlock higher income potential in the evolving field of applied AI solutions.

This certification covers the following topics:

  • Fundamentals of Retrieval Augmented Generation (RAG)
  • Naive RAG Workflow
  • Limitations and Pitfalls of Naive RAG
  • Advanced RAG Techniques and Solutions
  • Key Components of a RAG System
  • Query Expansion in Advanced RAG
  • Indexing Documents for RAG Systems
  • Vector Embeddings and Their Importance
  • Practical Applications of RAG in Business Environments
  • Scalability and Performance Optimisation Strategies
  • Data Privacy in RAG Systems

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