Certification
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.
The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 14 chapters of the course
20 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01RAG fundamentals3:21
- 02Components of RAG2:35
- 03RAG deep dive2:00
- 04Build a document chat app24:56
- 05Advanced RAG overview3:15
- 06Naive RAG pitfalls6:09
- 07Naive RAG drawbacks breakdown6:12
- 08Query expansion with generated answers5:55
- 09Generated answers: hands-on21:58
- 10Query expansion summary1:23
- 11Multiple queries: overview3:13
- 12Multiple queries: hands-on12:30
- 13Your turn: challenge1:52
- 14Next steps1:29
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
Jobs this certification suits
Our AI checked this certification against 500 jobs; these get the most out of it. Each job links to its learning path.