What is the primary goal of data modeling in the context of data science?

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 goal of time series modeling in data modeling?

A

To predict numerical values

B

To group similar data points

C

To improve model accuracy

D

To calculate summary statistics

What is the primary goal of ensemble modeling techniques in data modeling?

A

To group similar data points

B

To predict future data

C

To improve model accuracy

D

To calculate summary statistics

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 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

Which of the following language should be replaced with the question mark in the below figure?
Introduction to Data Science mcq question image

A

Java

B

PHP

C

COBOL

D

None of the mentioned

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

A

Large Data

B

Big Data

C

Dark Data

D

None of the mentioned

Which of the following principle characteristic is odd man out in the below figure?
Introduction to Data Science mcq question image

A

Principle 1

B

Principle 2

C

Principle 3

D

Principle 4

What is the primary goal of data modeling in the context of data science?

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