NCA-ADS domain - 16% of the exam
Machine Learning With RAPIDS
Machine Learning With RAPIDS is 16% of the NVIDIA-Certified Associate: Accelerated Data Science (NCA-ADS) exam. These are the objectives it covers, each with practice questions and worked explanations.
Objectives in this domain
- Train models on the GPU with cuML and XGBoost.Section 2.1medium
- Apply regression, classification, and clustering.Section 2.2medium
- Evaluate models.Section 2.3medium
- Tune hyperparameters.Section 2.4medium
- Apply cross-validation methods.Section 2.5medium
- Interpret performance metrics.Section 2.6medium
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