CDS MOC A Flashcards

(19 cards)

1
Q

What does the performance of an unsupervised ML system depend on?

A

Input data quality, algorithm choice, feature selection, hyperparameter tuning.

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2
Q

Which factor most affects unsupervised ML performance?

A

B. Input data; quality and diversity drive pattern discovery.

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3
Q

Which CI/CD characteristic evaluates implementation effectiveness?

A

A. Continuous integration; ensures frequent code merging, testing.

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4
Q

How to improve a value stream with customer expectation mismatches?

A

B. Feedback loops; incorporate user input to align products with needs.

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5
Q

Which step in becoming customer-oriented is adjusting touchpoints?

A

C. Design for humans; tailor interactions to user needs.

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6
Q

What’s an example of collaboration for a software project to increase engagement?

A

C. Collaboration; cross-functional teamwork aligns software with goals.

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7
Q

What workforce planning considerations enable cloud-based hosting services?

A

B. Staff structure; define roles, appoint expert managers.

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8
Q

With role profiles set, what workforce planning enables cloud hosting?

A

B. Staff structure; align roles, appoint expert managers.

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9
Q

What approach is repeatedly testing to minimize risks early?

A

A. Shift left; early testing catches issues sooner.

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10
Q

What should a company do after gathering user insights for a patient system?

A

A. Analyze feedback; tailor system to user needs.

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11
Q

What’s an example of results-based measuring in service monitoring?

A

C. Results-based reporting; tracks resolution rate, satisfaction.

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12
Q

Which practice manages software versioning and repositories?

A

A. Release management; controls versioning, package creation.

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13
Q

Which practice oversees billing software updates to minimize disruption?

A

A. Release management; oversees updates, ensures minimal disruption.

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14
Q

How to resolve value stream disagreements between in-house and vendors?

A

Map value stream, align on shared goals, standardize processes.

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15
Q

What’s automated testing, integration, and production deployment?

A

C. Continuous deployment; auto-deploys tested changes to production.

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16
Q

What’s next after agreeing on value stream detail?

A

B. Links between teams; analyze impacts on value flow.

17
Q

How to prioritize customer inquiries to avoid delays?

A

B. Triage by delay impact; prioritize time-sensitive issues.

18
Q

How to categorize feedback for project management software?

A

C. Integration and data sharing; align feedback with system needs.

19
Q

How to optimize complaint resolution for customer satisfaction?

A

A. Review structure, B. Collaboration, C. Value stream.