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CompTIA DY0-001 Exam - Topic 4 Question 10 Discussion

A data scientist is presenting the recommendations from a monthslong modeling and experiment process to the company's Chief Executive Officer. Which of the following is the best set of artifacts to include in the presentation?
B) Results, recommendations, justifications, and clear charts
A) Methods, data overview, results, recommendations, and charts
C) Recommendation charts justifications code reviews and results
D) Methodology, code snippets, findings, data tables, and p values

CompTIA DY0-001 Exam - Topic 4 Question 10 Discussion

Actual exam question for CompTIA's DY0-001 exam
Question #: 10
Topic #: 4
[All DY0-001 Questions]

A data scientist is presenting the recommendations from a monthslong modeling and experiment process to the company's Chief Executive Officer. Which of the following is the best set of artifacts to include in the presentation?

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Suggested Answer: B

Executive audiences need concise, high-level insights: what you found (results), what you suggest (recommendations), why it matters (justifications), and visual summaries (clear charts). Detailed methods, code, or raw data aren't appropriate at the C-suite level.


by Emilio at Aug 12, 2025, 10:35 AM

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Jerry
9 months ago
C is a bit too cluttered for a CEO presentation.
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Marguerita
9 months ago
B seems more concise and focused.
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Arletta
9 months ago
Wait, p-values in a CEO meeting? That’s unexpected!
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Truman
10 months ago
D has too much technical jargon for a non-technical audience.
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Luisa
10 months ago
I think option A covers everything needed.
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Chantell
10 months ago
Charts are definitely key for visual impact, but I wonder if justifications are too much detail for a high-level meeting. Maybe option B is the best balance?
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Irma
10 months ago
I feel like including methodology is important, but I'm not certain if the CEO would care about code snippets like in option D.
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Francine
11 months ago
I remember a practice question where we focused on just results and recommendations. That makes me lean towards option B.
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Gayla
11 months ago
I think option A sounds comprehensive, but I'm not sure if all those details are necessary for a CEO presentation.
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Shizue
11 months ago
For a presentation to the CEO, I think option B hits the sweet spot. Clear, high-level findings and recommendations, supported by visualizations. The other options feel like they might get too technical or bogged down in details for this particular audience.
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Tijuana
11 months ago
Option C is interesting, with the addition of code reviews and justifications. That could be a good way to demonstrate the rigor of the analysis. I'll make sure to carefully consider all the elements in each choice.
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Micaela
11 months ago
Hmm, I'm a little unsure about this one. Option A has a lot of detail, but option B seems more concise and focused. I'll have to think through the pros and cons of each approach before deciding.
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Truman
11 months ago
This seems like a straightforward presentation question. I'd go with option B - the key artifacts like results, recommendations, and justifications are all there, plus clear charts to visualize the findings.
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