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Using HPE AI and Machine Learning

Last Update Dec 22, 2024
Total Questions : 40

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Using HPE AI and Machine Learning Questions and Answers

Questions 1

You want to set up a simple demo cluster for HPE Machine Learning Development Environment (or the open source Determined Al) on Amazon Web Services (AWS). You plan to use "det deploy" to set up the cluster. What is one prerequisite?

Options:

A.

installing the NVIDIA Container Toolkit on your local machine

B.

Manually creating the AWS EC2 instance with a PostgreSQL database

C.

Recording the name of a valid AWS EC2 keypair

D.

Adding Amazon Elastic Kubernetes Services (EKS) to your AWS account

Questions 2

ML engineers are defining a convolutional neural network (CNN) model bur they are not sure how many filters to use in each convolutional layer. What can help them address this concern?

Options:

A.

Using hyperparameter optimization (HPO)

B.

Distributing the training across multiple CPUs

C.

Using a variable learning late

D.

Training the model on multiple epochs

Questions 3

You are meeting with a customer how has several DL models deployed. Out wants to expand the projects.

The ML/DL team is growing from 5 members to 7 members. To support the growing team, the customer has assigned 2 dedicated IT start. The customer is trying to put together an on-prem GPU cluster with at least 14 CPUs.

What should you determine about this customer?

Options:

A.

The customer is not ready for an HPE Machine Learning Development solution, but you could recommend open-source Determined Al.

B.

The customer is not ready for an HPE Machine Learning Development solution. Out you could recommend an educational HPE Pointnext ASPS workshop.

C.

The customer is a key target for HPE Machine Learning Development Environment, but not HPE Machine Learning Development System.

D.

The customer is a key target for an HPE Machine Learning Development solution, and you should continue the discussion.