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Guide for NVIDIA-Certified Associate: Multimodal Generative AI (NCA-GENM)

Quiz NVIDIA-Certified Associate: Multimodal Generative AI (NCA-GENM)

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Quiz

1/10
Networking Concepts and Protocols
Which networking protocol provides a connection-oriented communication method that ensures reliable data transmission?
Select the answer
1 correct answer
A.
TCP
B.
UDP
C.
ICMP
D.
ARP

Quiz

2/10
Machine Learning and AI Frameworks
Which of the following best describes the purpose of stochastic gradient descent in machine learning model training?
Select the answer
1 correct answer
A.
To update model weights iteratively for minimizing errors
B.
To perform batch learning to compute loss gradients accurately
C.
To adjust hyperparameters automatically without manual tuning
D.
To overfit the model using random data samples

Quiz

3/10
NVIDIA Architecture and Ecosystem
How does NVIDIA's Ampere architecture enhance performance for AI workloads?
Select the answer
1 correct answer
A.
By increasing memory bandwidth
B.
By introducing enhanced Tensor Cores
C.
By adopting multi-chip module integration
D.
By using advanced cooling techniques

Quiz

4/10
High-Performance Computing (HPC)
What is one major advantage of using GPUs in high-performance computing applications?
Select the answer
1 correct answer
A.
Improved single-thread performance
B.
Parallel processing capabilities
C.
Simpler code maintenance
D.
Lower cost hardware

Quiz

5/10
NVIDIA GPU Virtualization
Which NVIDIA GPU virtualization technology allows multiple virtual machines to share a single physical GPU while ensuring performance and security?
Select the answer
1 correct answer
A.
NVIDIA vGPU
B.
GPU passthrough
C.
NVIDIA GRID licensing
D.
CUDA virtualization

Quiz

6/10
Performance Tuning and Optimization
How can you optimize the performance of your Amazon Redshift cluster when processing complex analytical queries?
Select the answer
1 correct answer
A.
Disabling compression to speed up data access
B.
Using materialized views to precompute and store heavy calculations
C.
Increasing the number of concurrent queries without workload management
D.
Avoiding the use of sort keys to speed up load processes

Quiz

7/10
CUDA Programming and Development
Which type of memory is best suited for fast communication among threads within the same block in CUDA?
Select the answer
1 correct answer
A.
Global Memory
B.
Shared Memory
C.
Texture Memory
D.
Constant Memory

Quiz

8/10
Storage Solutions and Technologies
Which feature of the NVMe protocol significantly enhances I/O performance by leveraging parallel operations within storage architectures?
Select the answer
1 correct answer
A.
Lower latency
B.
Increased parallelism
C.
Reduced power consumption
D.
Enhanced security

Quiz

9/10
Data Center Design and Management
What is the primary function of an Uninterruptible Power Supply (UPS) in a data center?
Select the answer
1 correct answer
A.
To provide backup power in case of an outage
B.
To manage server performance
C.
To regulate cooling systems
D.
To monitor network activity

Quiz

10/10
Security in Cloud and Data Centers
What is the primary role of a firewall in securing cloud data centers?
Select the answer
1 correct answer
A.
To monitor network traffic and block unauthorized access
B.
To optimize network performance
C.
To provide backup and recovery services
D.
To manage cloud application deployments
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  • Quiz name:NVIDIA-Certified Associate: Multimodal Generative AI (NCA-GENM)
  • Total number of questions:526
  • Number of questions for the test:50
  • Pass score:80%

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