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NVIDIA NCA-GENM Braindumps - in .pdf Free Demo

  • Exam Code: NCA-GENM
  • Exam Name: NVIDIA Generative AI Multimodal
  • Last Updated: Aug 29, 2026
  • Q & A: 58 Questions and Answers
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NVIDIA NCA-GENM Braindumps - Testing Engine PC Screenshot

  • Exam Code: NCA-GENM
  • Exam Name: NVIDIA Generative AI Multimodal
  • Last Updated: Aug 29, 2026
  • Q & A: 58 Questions and Answers
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NVIDIA NCA-GENM Exam Syllabus Topics:

SectionObjectives
Multimodal AI Systems- Multimodal model design
- Cross-modal learning
  • 1. Audio-visual understanding
    • 2. Text-image integration
      Responsible and Trustworthy AI- Bias and safety considerations
      - Ethical AI principles
      NVIDIA AI Ecosystem- NVIDIA tools and frameworks
      • 1. GPU-accelerated AI workflows
        • 2. NeMo framework usage
          Generative AI Concepts- Generative models
          • 1. Diffusion models
            • 2. Transformers and LLM basics
              Core AI and Machine Learning Fundamentals- Machine learning basics
              • 1. Neural networks fundamentals
                • 2. Supervised and unsupervised learning

                  NVIDIA Generative AI Multimodal Sample Questions:

                  Question 1

                  In the context of multimodal machine learning, what does 'data fusion' refer to?

                  A. Evaluating the quality of diverse data types in multimodal machine learning.
                  B. Removing missing or incomplete information from different modalities.
                  C. Combining different modalities of data into a single representation.
                  D. Separating different modalities of data into distinct representations.


                  Question 2

                  In LLM evaluation, what does "zero-shot learning" refer to?

                  A. A technique to reduce training time to zero
                  B. The model's ability to learn from zero examples
                  C. The model's performance after extensive training
                  D. The model's ability to perform tasks it has not been explicitly trained on


                  Question 3

                  In the transformer architecture, what is the purpose of positional encoding?

                  A. To encode the semantic meaning of each token in the input sequence.
                  B. To encode the importance of each token in the input sequence.
                  C. To add information about the order of each token in the input sequence.
                  D. To remove redundant information from the input sequence.


                  Question 4

                  Which framework is used for conversational AI models development?

                  A. NVIDIA Clara
                  B. NVIDIA NeMo
                  C. NVIDIA DeepStream
                  D. NVIDIA Metropolis


                  Question 5

                  You are tasked with developing an image processing model using machine learning. You need to classify thousands of labeled images of cats and dogs. Which algorithm is commonly used for image classification?

                  A. Linear Regression
                  B. K-Means Clustering
                  C. Convolutional Neural Networks (CNN)
                  D. Decision Trees


                  Solutions:

                  Question 1
                  Answer: C
                  Question 2
                  Answer: D
                  Question 3
                  Answer: C
                  Question 4
                  Answer: B
                  Question 5
                  Answer: C

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