What is the primary benefit of "continuous integration" and "continuous deployment" (CI/CD) in a data science capstone project?

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

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 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

What is the significance of "deployment" in the context of a data science capstone project?

A

Conducting exploratory analysis

B

Selecting the dataset

C

Adding complexity to the project

D

Putting the model into production

What is the significance of "deployment testing" in a data science capstone project?

A

Conduct data exploration

B

Ensure the model works in production

C

Simplify the project report

D

Conduct data exploration

In a data science capstone project, why is "model deployment" often considered a challenging phase?

A

Integration with production systems

B

Writing the project proposal

C

Selecting the programming language

D

Visualizing data distributions

What is the role of "deployment infrastructure" in a data science capstone project?

A

Model evaluation and refinement

B

Provide a platform for model deployment

C

Data preprocessing

D

Model evaluation and refinement

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 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

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

What is the primary benefit of "continuous integration" and "continuous deployment" (CI/CD) in a data science capstone project?

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