What is the primary focus of "data ethics" in a data science capstone project?

Deontological theory of ethics is concerned with which of the following?
1. Duty ethics
2. Obligation ethics
3. Rule based ethics
4. Classical ethics

A

Both 1 and 2

B

Both 1 and 3

C

Both 1 and 4

D

1, 2 and 3

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

What is the primary focus of "deployment monitoring" in a data science capstone project?

A

Ensure the model remains effective

B

Writing the project proposal

C

Selecting the programming language

D

Visualizing data distributions

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

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

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

What is the primary objective of "data governance" in a data science capstone project?

A

Speed up the project

B

Replace data exploration

C

Enhance model interpretability

D

Ensure data quality and compliance

Which of the following would be more appropriate to be replaced with question mark in the following figure?
Introduction to Data Science mcq question image

A

Data Analysis

B

Data Science

C

Descriptive Analytics

D

None of the mentioned

Which of the following design term is perfectly applicable to the below figure?
Introduction to Data Science mcq question image

A

Correlation

B

Confounding

C

Causation

D

None of the mentioned

Which of the following analysis should come in place of question mark in the below figure?
Introduction to Data Science mcq question image

A

Inferential

B

Exploratory

C

Causal

D

None of the mentioned

What is the primary focus of "data ethics" in a data science capstone project?

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