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Peneraju Wiley Data Analytics Assessment

1. Name:

2. MyKad No. (with "-"):

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4. Email Address:

5. What is data analytics?

The process of collecting data

The process of analyzing data

The process of visualizing data

The process of building data infrastructure

6. Which of the following is not a part of the data analytics process?

Data ingestion

Data processing

Data storage

Data transformation

7. What is data visualization?

The process of analyzing data

The process of building data infrastructure

The process of presenting data in a graphical format

The process of transforming data into a usable format

8. What is data exploration?

The process of cleaning and filtering data

The process of visualizing data

The process of building data infrastructure

The process of collecting data

9. Which of the following is an example of data mining?

Analyzing data to find patterns

Storing data in a data warehouse

Transforming data into a usable format

Collecting data from different sources

10. What is predictive modeling?

The process of analyzing past data to make predictions about the future

The process of visualizing data

The process of building data infrastructure

The process of cleaning and filtering data

11. Which of the following is an example of a descriptive analysis?

Analyzing past data to make predictions about the future

Visualizing data to show trends and patterns

Transforming data into a usable format

Collecting data from different sources

12. What is a dashboard?

A way of presenting data in a graphical format

A tool for analyzing data

A platform for storing data

A framework for modeling data

13. Which of the following is an example of a data analyst?

Someone who builds and maintains data infrastructure

Someone who collects and cleans data

Someone who analyzes and interprets data

Someone who presents data in a graphical format

14. What is a pivot table?

A tool for organizing and summarizing data

A tool for analyzing data

A platform for storing data

A framework for modeling data

15. Which of the following is an example of data cleaning?

Collecting data from different sources

Analyzing data to find patterns

Transforming data into a usable format

Removing duplicates and correcting errors in data

16. What is data aggregation?

The process of combining data from different sources

The process of analyzing data

The process of transforming data into a usable format

The process of storing data in a data warehouse

17. Which of the following is not a data visualization tool?

Tableau

Excel

Python

Power BI

18. What is a correlation analysis?

The process of analyzing relationships between two or more variables

The process of visualizing data

The process of collecting data

The process of cleaning and filtering data

19. What is a histogram used for?

To visualize the relationship between two variables

To visualize the distribution of a single variable

To visualize the trend of a time series

To visualize the correlation between two variables

20. What is correlation?

A measure of the strength and direction of the relationship between two variables

A measure of the spread of a dataset

A measure of the central tendency of a dataset

A measure of the variability of a dataset

21. What is regression analysis used for?

To predict a categorical variable

To predict a continuous variable

To analyze the relationship between two variables

To analyze the distribution of a variable

22. Which of the following is NOT a part of the data analytics process?

Data preparation

Data modeling

Data visualization

Data management

23. What is the main goal of data analytics?

To find patterns and relationships in data

To store data for later use

To delete unnecessary data

To encrypt data for security

24. What is machine learning?

The process of teaching computers to learn from data without being explicitly programmed

The process of manually analyzing data to find insights

The process of storing data in a database

The process of creating data visualizations

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