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
