Skip to content
Previous Year Question Paper

AL603 (B) - Data and Visual Analytics

May 2023•AIML•SEMESTER-6
May 2023
Max Marks: 70
Duration: 3 Hours
Instructions:

• Attempt any five questions.

• All questions carry equal marks.

Q.1
a)Unit 1

Explain about Data Management and Indexing.

b)Unit 1

What do you mean by measures of Central Tendency? Explain.

Q.2
a)Unit 1

Define Variables and discuss about data categorization.

b)Unit 2

How do you calculate Chi-Square test? Explain with an example.

Q.3
a)Unit 2

Explain different types of variables used in Regression Modeling.

b)Unit 2

Discuss in detail about Maximum likelihood test with an example.

Q.4
a)Unit 3

What do you understand by Multivariate Exploration of Data? Explain.

b)Unit 3

Briefly discuss about Univariate Exploration of Data.

Q.5
a)Unit 4

Explain in detail about HDFS.

b)Unit 3

Discuss in detail about Data Wrangling.

Q.6
a)Unit 4

What do you understand by Data Analyst Ecosystem? Explain.

b)Unit 4

Explain different types of File Format.

Q.7
a)Unit 5

How to create your Own Visualization of a complex data set? Explain.

b)Unit 5

Briefly discuss about Pandas in Python.

Q.8
a)Unit 5

Write short notes on any two: (a) ggplot (b) Re-Sampling (c) T-test (d) Hive.