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NVIDIA NCA-GENM valid - in .pdf
- Exam Code: NCA-GENM
- Exam Name: NVIDIA Generative AI Multimodal
- Q & A: 58 Questions and Answers
- PDF Price: $59.99
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- Exam Code: NCA-GENM
- Exam Name: NVIDIA Generative AI Multimodal
- Q & A: 58 Questions and Answers
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NVIDIA NCA-GENM Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Core AI and Machine Learning Fundamentals | - Machine learning basics
|
| NVIDIA AI Ecosystem | - NVIDIA tools and frameworks
|
| Responsible and Trustworthy AI | - Bias and safety considerations - Ethical AI principles |
| Generative AI Concepts | - Generative models
|
| Multimodal AI Systems | - Cross-modal learning
|
NVIDIA Generative AI Multimodal Sample Questions:
Question #1
What is the correct order of steps in an ML project?
- A. Model evaluation, Data collection, Data preprocessing, Model training
- B. Data preprocessing, Data collection, Model training, Model evaluation
- C. Data collection, Data preprocessing, Model training, Model evaluation
- D. Model evaluation, Data preprocessing, Model training, Data collection
Correct Answer: C 🗳️
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Question #2
Hyperparameter tuning is used for what purpose in machine learning experimentation?
- A. Collecting and preprocessing data to improve the accuracy of the model.
- B. Selecting the best ML algorithm for a given task.
- C. Selecting the optimal values for non-trainable parameters, such as learning rate or batch size.
- D. Adjusting the weights and biases of a neural network to optimize its performance.
Correct Answer: C 🗳️
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Question #3
You are conducting an experiment to evaluate the performance of different AI models. What is the purpose of AI model evaluation?
- A. To analyze the cost-effectiveness of AI model development.
- B. To study the impact of AI models on human behavior.
- C. To determine the best AI model architecture.
- D. To determine the ethical implications of AI model usage.
Correct Answer: C 🗳️
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Question #4
In the development of Trustworthy AI, what is the significance of 'Certification' as a principle?
- A. It involves verifying that AI models are fit for their intended purpose according to regional or industry- specific standards.
- B. It mandates that AI models comply with relevant laws and regulations specific to their deployment region and industry.
- C. It requires AI systems to be developed with an ethical consideration for societal impacts.
- D. It ensures that AI systems are transparent in their decision-making processes.
Correct Answer: A 🗳️
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Question #5
What is a common method to reduce the computational cost of deep learning models during inference?
- A. By replacing activation functions in some neurons with simpler ones.
- B. Adding more convolutional filters.
- C. Pruning weights or neurons.
- D. Increasing the batch size.
Correct Answer: C 🗳️
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