NCA-GENL domain - 30% of the exam
Core Machine Learning and AI Knowledge
Core Machine Learning and AI Knowledge is 30% of the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam. These are the objectives it covers, each with practice questions and worked explanations.
Objectives in this domain
- Understand fundamental techniques and tools for training deep learning models.Section 1.1medium
- Describe how transformers function as the building blocks of modern LLMs for NLP.Section 1.2medium
- Explain self-supervision improvements in BERT, Megatron, and other LLM variants.Section 1.3hard
- Use diverse machine learning algorithms including XGBoost.Section 1.4medium
- Apply graph algorithms to analyse complex networks.Section 1.5medium
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