In a data science capstone project, what is the purpose of "data lineage" or "data provenance"?

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 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

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

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

What is the primary purpose of the "problem statement" in a data science capstone project?

A

Provide a literature review

B

Define the project scope

C

Choose the programming language

D

Provide a literature review

In a data science capstone project, what is the purpose of "cross-validation"?

A

Enhance data collection

B

Write the project report

C

Evaluate model performance

D

Choose the mentor

What is the primary purpose of "feature selection" in a data science capstone project?

A

Choose the mentor

B

Replace data exploration

C

Reduce dimensionality of data

D

Increase complexity of the project

What is the purpose of a "post-mortem analysis" in the context of a data science capstone project?

A

Visualize data distributions

B

Model deployment

C

Evaluate project successes and failures

D

Data preprocessing

In a data science capstone project, what is the purpose of "scrum" or "agile" methodologies?

A

Visualizing data distributions

B

Selecting the mentor

C

Writing the final report

D

Manage project tasks and deadlines

In a data science capstone project, what is the purpose of "data lineage" or "data provenance"?

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