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
- i Recommended Training:
- Fundamentals of Deep Learning (NV-FUND-DL)
- Fundamentals of Accelerated Data Science (NV-ACC-DS)
- Building Transformer-Based Natural Language Processing Applications (NV-BTBN-LPA)
- Rapid Application Development Using Large Language Models (NV-RAD-LLM)
- Efficient Large Language Model (LLM) Customization (NV-ELLM)
- Building RAG Agents with LLMs (NV-RAG-A-LLM)
