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HP HPE2-T38 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Compare HPE ML Enterprise Offerings to Open-Source Versions7%- Enterprise vs open-source comparison
  • 1. Scalability and management capabilities
  • 2. Enterprise features and advantages
Topic 2: Examine HPE Machine Learning Offerings15%- HPE AI and ML portfolio
  • 1. HPE machine learning deployment solutions
  • 2. Capabilities of HPE AI-at-scale portfolio
  • 3. Aligning HPE ML solutions to customer goals
Topic 3: Understand Machine Learning Ecosystem Fundamentals13%- Machine learning technology fundamentals
  • 1. Components of machine learning ecosystems
  • 2. Challenges in deep learning model training
  • 3. Machine learning and deep learning concepts
Topic 4: Engage with Customers10%- Customer engagement and proof of concept
  • 1. Identifying engagement personas
  • 2. Qualifying customers for HPE AI offerings
  • 3. Running proof-of-concept demonstrations
Topic 5: Demonstrate and Explain How to Use HPE Machine Learning PDK18%- Using HPE ML PDK
  • 1. Training machine learning models
  • 2. Data versioning and lineage
  • 3. Automation and integration workflows
  • 4. Model deployment
Topic 6: Articulate the Business Value of HPE ML Solutions24%- Business value and positioning
  • 1. Benefits of Machine Learning Development Management System
  • 2. Benefits of Machine Learning Development Environment
  • 3. HPE AI market positioning
Topic 7: Describe Requirements and Prerequisites for HPE ML Solutions13%- Architecture and deployment
  • 1. Deployment options
  • 2. HPE machine learning architecture
  • 3. Infrastructure requirements

HPE AI and Machine Learning Sample Questions:

Question 1

What is the role of a hidden layer in an artificial neural network (ANN)?
Response:

A. It assigns the label to a record, or in other words, produces the final result for the ANN.
B. It ingresses parameters from a record and passively reformats those parameters without any changes over the training process.
C. It receives and weighs inputs from the preceding layer and produces outputs for the next layer.
D. It does not play a role during the forward pass of data through the ANN, but it helps to optimize during the backward pass.


Question 2

What role do HPE ML solutions play in a business''s product development?
Response:

A. They contribute to more innovative and effective product development
B. They have no impact on product development
C. They hinder the development of new products
D. They focus only on replicating existing products


Question 3

In ML, ''feature selection'' is important for:
Response:

A. Improving model interpretability
B. Enhancing data storage efficiency
C. All of the above
D. Reducing computational requirements


Question 4

What is an important aspect of customer service in customer engagement?
Response:

A. Automated responses without personalization
B. Outsourcing customer service to reduce costs
C. Quick and helpful responses to customer queries
D. Delayed responses to inquiries


Question 5

How does the HPE ML PDK assist in deploying machine learning models?
Response:

A. By recommending only cloud-based deployment
B. By deploying models automatically without user intervention
C. By providing tools and guidelines for efficient deployment
D. It has no role in model deployment


Solutions:

Question 1
Answer: C
Question 2
Answer: A
Question 3
Answer: C
Question 4
Answer: C
Question 5
Answer: C

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