Nutanix Certified Professional - Artificial Intelligence v6.10 (NCP-AI) Free Practice Test

Question 1

An administrator is responsible for monitoring access to the Nutanix Enterprise AI (NAI) platform and must ensure that any unusual activity, such as excessive access requests from specific users or IP addresses, is detected in real time. The administrator has discovered that the NAI Dashboard lacks the detail required to detect this type of activity.
What is the most effective method for the administrator to detect such outlier behavior and ensure a timely response?

A. Implement Grafana to analyze user access patterns and flag any anomalies for further investigation.

B. Continuously monitor the system manually and log out users suspected of unusual activity without further analysis.

C. Enable basic logging for access events without configuring real-time alerts for anomalies.

D. Rely on scheduled reports to detect anomalies in user access behaviour after they have occurreD.

Correct Answer: A

Question 2

An NAI administrator has successfully imported a model from Hugging Face and created an endpoint for the model. The endpoint is in the Active state. From within the Endpoint section in NAI, the endpoint has been tested with a Sample Request, the response is accurate, and the Status shows SucceedeD.
The administrator has provided the endpoint URL and generated and provided API keys to the developers. However, the developers are having issues connecting to the endpoint. They keep getting 400 Bad Request errors when attempting to prompt the model.
What should the administrator do next to ensure the developers are able to successfully prompt the model?

A. Check the Status of the endpoint again to make sure it was not accidentally HibernateD.

B. Add additional resources to 'scale up' the number of instances of the endpoint.

C. Provide the developers the 'Sample Request' code from the endpoint by clicking 'View Sample Request'.

D. Re-import the model from Hugging Face, create a new endpoint and provide new URL and API keys to the developers.

Correct Answer: C

Question 3

An AI/ML administrator has been contacted by an endpoint owner who advises that one of their endpoints is not working properly anymore suggesting the API key has been removeD. The AI/ML administrator can see that the API key is no longer listed under the endpoint.
What filter under the Audit Events page can the AI/ML administrator use to help understand what has happened?

A. Action = Log Out
Entity Type = API Key

B. Action = Delete
Entity Type = API Key

C. Action = Delete
Entity Type = Endpoint

D. Action = Log Out
Entity Type = Endpoint

Correct Answer: B

Question 4

An administrator has successfully completed the Create an Endpoint wizard and returned to the Endpoint widget to note that the new endpoint displays a status of FaileD.
The administrator does not see any obvious error message associated with the failed status and decides to engage Nutanix Support.
Which command output should be provided when raising the Nutanix Support case?

A. kubectl exec isvc endpoint_name -n nai-system

B. kubectl describe isvc endpoint_name -n nai-admin

C. kubectl describe isvc endpoint_name -n nai-system

D. kubectl exec isvc endpoint_name -n nai-admin

Correct Answer: B

Question 5

An administrator is managing a Nutanix AI cluster used for NLP (Natural Language Processing) training. A data scientist reports that training jobs intermittently stall and fail to complete within the expected time window. The administrator reviews the performance data for the VM hosting the job and finds:
The VM is configured with passthrough access to a dedicated GPU
Memory ballooning is active, and swap usage is increasing
CPU utilization is moderate (~60%)
GPU utilization is stable and high (~85%)
The VM has 8 vCPUs and 24 GB of RAM assigned
NCC shows no hardware or driver issues
What is the most appropriate optimization to improve workload stability and performance?

A. Reduce the number of vCPUs allocated to lower the CPU scheduling overheaD.

B. Disable GPU passthrough and use a shared vGPU profile insteaD.

C. Add additional vGPUs to the VM to reduce processing time.

D. Increase the VM's RAM to eliminate memory ballooning and swap usage.

Correct Answer: D

Question 6

Which Nutanix Enterprise AI role is authorized to create new platform users?

A. AI/ML User

B. Prism Viewer

C. Endpoint Owner

D. AI/ML Admin

Correct Answer: D

Question 7

How should a non-text-generation LLM endpoint be tested?

A. Select Custom Request and upload the provided test file, and click Test.

B. Copy the Sample API Code and URL and run it in the application.

C. Open the URL on a Browser on the HTTPS web page.

D. Create a Sample Request, choose a default prompt, and click Test.

Correct Answer: B

Question 8

Nutanix AI officially supports which two LLM packaging formats? (Choose two.)

A. NVIDIA NIM

B. OLLAMA

C. ONNX

D. Hugging Face

Correct Answer: A,D

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Nutanix Certified Professional - Artificial Intelligence v6.10 (NCP-AI) Free Practice Test