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