In a data science capstone project, why is "data security" and "privacy" important, especially for sensitive data?

Why is it important to document the project report in a data science capstone project?

A

To add complexity to the project

B

To impress the advisor

C

To avoid project presentation

D

To provide a clear project summary

Why is it important to establish "data pipelines" or "data integration" in a data science capstone project?

A

Simplify the project report

B

Conduct data exploration

C

Automate data collection and processing

D

Create more project documentation

Which of the following type of data science question is missing in the figure?
Introduction to Data Science mcq question image

A

Correlative

B

Exploratory

C

Relative

D

None of the mentioned

Why is it important to consider "ethics" and "bias" when working on a data science capstone project?

A

Ensure fair and responsible outcomes

B

Add complexity to the project

C

Replace data exploration

D

Choose the mentor

Why is it important to define clear success criteria for a data science capstone project?

A

To write a longer project report

B

To impress the mentor

C

To measure project's impact

D

To add complexity to the project

Why is it important to maintain a "version control system" for a data science capstone project?

A

Create more project documentation

B

Conduct data exploration

C

Simplify the project report

D

Track changes in project code

_______________ is a combined term which encompasses 3 sub-pillars; information privacy, individual privacy, and communication privacy.

A

Digital Integrity

B

Digital privacy

C

Digital secrecy

D

Digital protection

Data Products shown in the below figure is built using which programming language?
Introduction to Data Science mcq question image

A

S

B

Python

C

R

D

Java

Which phase of a typical data science project lifecycle does the capstone project often align with?

A

Data cleaning

B

Data collection

C

Data exploration

D

Data visualization

What is the primary purpose of the "timeline" or project schedule in a data science capstone project?

A

Showcase technical skills

B

Plan project tasks and deadlines

C

Slow down the project

D

Showcase technical skills

In a data science capstone project, why is "data security" and "privacy" important, especially for sensitive data?

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