NVIDIA NCA-GENM : NVIDIA Generative AI Multimodal
- Exam Code: NCA-GENM
- Exam Name: NVIDIA Generative AI Multimodal
- Updated: Oct 11, 2026
- Q & A: 58 Questions and Answers
About NVIDIA NCA-GENM Exam
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NVIDIA NCA-GENM Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Multimodal AI Systems | - Cross-modal learning
|
| Generative AI Concepts | - Generative models
|
| Responsible and Trustworthy AI | - Ethical AI principles - Bias and safety considerations |
| Core AI and Machine Learning Fundamentals | - Machine learning basics
|
| NVIDIA AI Ecosystem | - NVIDIA tools and frameworks
|
NVIDIA Generative AI Multimodal Sample Questions:
Which metric is commonly used to evaluate machine-translation models?
- A. Mean Absolute Error (MAE)
- B. F1 score
- C. Accuracy
- D. BLEU score
Correct Answer: D 🗳️
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Which of the following best describes the role of machine learning in handling multimodal data?
- A. To focus on textual data analysis.
- B. To reduce the amount of data needed for accurate predictions.
- C. To enable models to learn from and interpret diverse data types.
- D. To eliminate the need for human intervention in data analysis.
Correct Answer: C 🗳️
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Which of the following tasks can be performed using the transformer LLM encoder model?
- A. Speech recognition
- B. Generating code
- C. Image generation
- D. Semantic analysis
Correct Answer: D 🗳️
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During the process of data cleansing, which of the following steps is NOT typically performed?
- A. Collecting additional data
- B. Identifying and handling missing values
- C. Transforming data into a different format
- D. Removing duplicates
Correct Answer: A 🗳️
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What does 'modality alignment' refer to?
- A. Aligning different modalities within multimodal data to ensure meaningful connections and associations.
- B. The process of integrating diverse data types such as text, images, audio, time series, and geospatial information.
- C. The integration of pretrained models to perform custom tasks involving different types of data.
- D. Addressing challenges related to missing or incomplete information across different modalities.
Correct Answer: A 🗳️
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