About This Certification
The NCA Generative AI LLMs certification is an entry-level credential that validates the foundational concepts for developing, integrating, and maintaining AI-driven applications using generative AI and large language models (LLMs) with NVIDIA solutions. The exam is online and proctored remotely, includes 50 questions, and has a 60-minute time limit.
Topics Covered in the Exam
Topics covered in the exam include:
- Fundamentals of machine learning and neural networks
- Prompt engineering
- Alignment
- Data analysis and visualization
- Experimentation
- Data Preprocessing and feature engineering
- Experiment design
- Software development
- Python libraries for LLMs
- LLM integration and deployment
Candidate audiences:
- AI DevOps engineers
- AI strategists
- Applied data scientists
- Applied data research engineers
- Applied deep learning research scientists
- Cloud solution architects
- Data scientists
- Deep learning performance engineers
- Generative AI specialists
- LLM specialists/researchers
- Machine learning engineers
- Senior researchers
- Software engineers
- Solutions architects
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