NVIDIA-Certified Professional Accelerated Data Science Questions and Answers
200 questions organized by topic with detailed explanations
NVIDIA
NCP-ADS
200 questions
6 topics
Updated May 2026Data Analysis
28 questions8 easy12 medium8 hard~14% of exam
In a production deployment planning session, the team must choose the best documented interpretation. Which choice best ...In a RAPIDS design review, the discussion is comparing several plausible tooling choices. Which choice best applies the ...In a RAPIDS design review, the group is reviewing core accelerated data science fundamentals. Which statement best match...
Data Manipulation and Software Literacy
38 questions10 easy20 medium8 hard~19% of exam
In a RAPIDS design review, a new team member asks for the clearest correct concept. Which statement best matches arrow m...In an MLOps benchmarking session, the team must make the most defensible recommendation. Which recommendation best addre...In a RAPIDS design review, several options sound plausible and only one matches the documented guidance. Which recommend...
Data Preparation
34 questions8 easy18 medium8 hard~17% of exam
In a model-serving readiness check, several options sound plausible and only one matches the documented guidance. Which ...In a production deployment planning session, the team must make the most defensible recommendation. Which recommendation...In an MLOps benchmarking session, the discussion is comparing several plausible tooling choices. Which choice best appli...
GPU and Cloud Computing
32 questions8 easy16 medium8 hard~16% of exam
In a RAPIDS design review, an architect is matching a need to the right NVIDIA guidance. Which choice best applies the d...In a production deployment planning session, the group is reviewing core accelerated data science fundamentals. Which st...In a RAPIDS design review, a new team member asks for the clearest correct concept. Which statement best matches install...
Machine Learning
30 questions8 easy14 medium8 hard~15% of exam
In a production deployment planning session, the discussion is comparing several plausible tooling choices. Which choice...In an experimentation planning discussion, several options sound plausible and only one matches the documented guidance....In a RAPIDS design review, an architect is matching a need to the right NVIDIA guidance. Which choice best applies the d...
In a model-serving readiness check, the team must make the most defensible recommendation. Which recommendation best add...In a RAPIDS design review, an architect is matching a need to the right NVIDIA guidance. Which choice best applies the d...In a production deployment planning session, the team must choose the best documented interpretation. Which choice best ...
All Questions
| # | Question | Topic | Difficulty |
|---|---|---|---|
| 1 | In a RAPIDS design review, an architect is matching a need to the right NVIDIA guidance. Which choic... | GPU and Cloud Computing | medium |
| 2 | In a production deployment planning session, the group is reviewing core accelerated data science fu... | GPU and Cloud Computing | easy |
| 3 | In a RAPIDS design review, a new team member asks for the clearest correct concept. Which statement ... | Data Manipulation and Software Literacy | easy |
| 4 | In a production deployment planning session, the team must choose the best documented interpretation... | Data Analysis | medium |
| 5 | In a RAPIDS design review, the discussion is comparing several plausible tooling choices. Which choi... | Data Analysis | medium |
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