About this certification
The Certification: RAG Fundamentals & Advanced Techniques for Applied AI Solutions introduces you to the essential concepts and advanced strategies of Retrieval Augmented Generation (RAG) in artificial intelligence. By earning this certification, you will gain valuable skills such as improved decision-making, adaptability, and a strong competitive advantage in the AI field. Enroll today to advance your expertise and future-proof your career in applied AI solutions.
This certification covers the following topics:
- Understanding the Fundamentals of RAG
- Core Components of RAG
- Naive RAG Workflow
- Limitations and Pitfalls of Naive RAG
- Advanced RAG Techniques and Solutions
- Query Expansion with Generated Answers
- Query Expansion with Multiple Queries
- Practical Implementation of Naive RAG
- Practical Steps for Deploying a RAG System in Real-World Applications
