What distinguishes deep learning (DL) from other forms of machine learning (ML)?

• A.Models based on neural networks with interconnected layers of nodes, including multiple hidden layers
• B.Models trained through multiple training processes implemented by different team members
• C.Models that are trained through unsupervised, rather than supervised, training
• D.Models defined with Apache Spark rather than MapReduce

Comment: *

Name: *

Email: *

Verification: *

What type of interconnect does HPE Machine learning Development System use for high-speed, agent-to-agent communications?

• A.Remote Direct Memory Access (RDMA) overconverged Ethernet (RoCE)
• B.Slingshot
• C.InfiniBand
• D.Data Center Bridging (OCB)-enabled Ethernet

Comment: *

Name: *

Email: *

Verification: *

An HPE Machine Learning Development Environment cluster has this resource pool:
Name: pool 1
Location: On-prem
Agents: 2
Aux containers per agent: 100
Total slots: 0
Which type of workload can run In pool I?

• A.Training
• B.GPU Jupyter Notebook
• C.CPU-only Jupyter Notebook
• D.Validation

Comment: *

Name: *

Email: *

Verification: *

What common challenge do ML teams lace in implementing hyperparameter optimization (HPO)?

• A.HPO is a joint ml and IT Ops effort, and engineers lack deep enough integration with the IT team.
• B.ML teams struggle to find large enough data sets to make HPO feasible and worthwhile.
• C.They cannot implement HPO on TensorFlow models, so they must move their models to a new framework.
• D.Implementing HPO manually can be time-consuming and demand a great deal of expertise.

Comment: *

Name: *

Email: *

Verification: *

What is a benefit of HPE Machine Learning Development Environment, beyond open source Determined AI?

• A.Automated hyperparameter optimization (HPO)
• B.Pipeline-based data management
• C.Distributed training
• D.Automated user provisioning

Comment: *

Name: *

Email: *

Verification: *