CertNexus Exam AIP-210 Topic 5 Question 22 Discussion

Actual exam question for CertNexus's AIP-210 exam

Question #: 22
Topic #: 5

Which of the following sentences is TRUE about the definition of cloud models for machine learning pipelines?

AData as a Service (DaaS) can host the databases providing backups, clustering, and high availability.

BInfrastructure as a Service (IaaS) can provide CPU, memory, disk, network and GPU.

CPlatform as a Service (PaaS) can provide some services within an application such as payment applications to create efficient results.

DSoftware as a Service (SaaS) can provide AI practitioner data science services such as Jupyter notebooks.

Show Suggested Answer

Suggested Answer: B

Workflow design patterns for machine learning pipelines are common solutions to recurring problems in building and managing machine learning workflows. One of these patterns is to represent a pipeline with a directed acyclic graph (DAG), which is a graph that consists of nodes and edges, where each node represents a step or task in the pipeline, and each edge represents a dependency or order between the tasks. A DAG has no cycles, meaning there is no way to start at one node and return to it by following the edges. A DAG can help visualize and organize the pipeline, as well as facilitate parallel execution, fault tolerance, and reproducibility.

by Lorrie at Jul 05, 2024, 02:42 AM

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Milly

13 days ago

Option B is the way to go. IaaS provides the infrastructure that powers the whole cloud computing ecosystem, including machine learning pipelines. Easy peasy!

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Larae

17 days ago

Haha, I'm just going to guess and pick option A. Data as a Service? Sounds like a made-up term to me, but hey, you never know in these exams!

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Clay

17 days ago

Well, I don't know. Option C seems to be talking about payment applications, which doesn't really fit the context of cloud models for machine learning. I'm going to go with option B.

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Dominque

1 months ago

Hmm, I'm not sure about that. I think option D is the true statement here. SaaS can provide data science services like Jupyter notebooks, which are quite useful for ML pipelines.

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Quentin

8 days ago

Yes, Jupyter notebooks are very useful for machine learning pipelines.

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Shayne

16 days ago

I agree, SaaS can indeed provide AI practitioner data science services.

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Claudio

20 days ago

I think option D is correct. SaaS can provide data science services like Jupyter notebooks.

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2 months ago

I think the correct answer is B) Infrastructure as a Service (IaaS).

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