NCA-GENL Cheat Sheet 2024

NVIDIA Generative AI LLM Study Cards - Swipe Through All 5 Core Domains

60 Min
Exam Duration
50
Questions
5 Domains
Study Areas
2024
Updated

Core Machine Learning and AI Knowledge

30%

Foundation concepts, neural networks, deep learning principles, and AI model fundamentals

Software Development for LLMs

24%

Programming frameworks, API integrations, deployment strategies, and development best practices

Experimentation and Model Training

22%

Training methodologies, hyperparameter tuning, model evaluation, and experimentation workflows

Data Analysis and Processing

14%

Data preprocessing, feature engineering, analysis techniques, and data pipeline optimization

Trustworthy AI and Ethics

10%

AI safety, bias mitigation, ethical considerations, and responsible AI development practices

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