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Peneraju Wiley Data Engineer Assessment

1. Name:

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

3. Mobile Number (60XXXXXXXXX):

4. Email Address:

5. What is data engineering?

The process of analyzing data

The process of building and maintaining data infrastructure

The process of visualizing data

The process of modeling data

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

Data ingestion

Data processing

Data analysis

Data storage

7. What is the purpose of data ingestion?

To store data

To process data

To transform data

To bring data into the data infrastructure

8. Which of the following is an example of data processing?

Extracting data from a database

Storing data in a data warehouse

Cleaning and transforming data

Analyzing data to derive insights

9. What is ETL?

Extract, Transform, Load

Evaluate, Test, Launch

Execute, Track, Learn

Estimate, Time, Labor

10. Which of the following is an example of data storage?

Extracting data from a database

Storing data in a data warehouse

Cleaning and transforming data

Analyzing data to derive insights

11. What is a data warehouse?

A storage space for data

A tool for analyzing data

A platform for processing data

A framework for modeling data

12. Which of the following is an example of data modeling?

Extracting data from a database

Storing data in a data warehouse

Cleaning and transforming data

Designing a database schema

13. What is a schema?

A type of database

A way of organizing data

A programming language

A data storage format

14. What is data integration?

Combining data from different sources

Storing data in a data warehouse

Analyzing data to derive insights

Transforming data into a usable format

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

Extracting data from a database

Storing data in a data warehouse

Cleaning and filtering data

Analyzing data to derive insights

16. What is data governance?

The management of data quality and security

The process of storing data

The process of analyzing data

The process of building data infrastructure

17. Which of the following is not a part of data governance?

Data privacy

Data security

Data analysis

Data quality

18. What is data lineage?

The history of data from its origin to its current state

The process of storing data in a database

The process of analyzing data to derive insights

The process of transforming data into a usable format

19. What is a data pipeline?

A series of steps to move and process data

A tool for analyzing data

A platform for storing data

A framework for modeling data

20. Which of the following is not a data pipeline tool?

Apache Kafka

Amazon S3

Apache Airflow

Google Cloud Dataflow

21. Which of the following is an example of a data warehousing tool?

Apache Kafka

Apache Spark

AWS Redshift

Apache Airflow

22. Which of the following is an example of a data quality check?

Removing duplicates

Calculating the average

Joining tables

Validating email addresses

23. Which of the following is an example of a data engineering application?

Customer relationship management

Fraud detection

Sentiment analysis

Recommendation systems

24. Which of the following is an example of a data cleansing technique?

Removing duplicates

Filling in missing values

Standardizing data

All of the above

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Glasgow Caledonian University, UK
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Solent University, UK
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De Montfort University, UK
ATHE, UK
University of East London, UK
Pearson, UK
OTHM, UK
University of Law, UK
HEC Liège, Belgium
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Study in Australia, Canada & U.S.A.

Nambucca Vocational College, Australia
Griffith University, Australia
Edith Cowan University, Australia
Saylor Academy, U.S.A
University of Canada West, Canada

Study in Asia

Universiti Malaysia Pahang
UNIRAZAK, Malaysia
Asia Pacific University of Technology & Innovation, Malaysia
The One Academy, Malaysia
Vision College, Malaysia
Islamic International College, Malaysia
PSB Academy, Singapore
ICDL Asia, Singapore
KRIRK University, Thailand
Renmin University, China
Peking University, China
East China Normal University, China
Ningbo University of Technology, China
S-VYASA University, India
Priyadarshini College of Engineering, India
Vikrama Simhapuri University, India
University of Perpetual HELP, Philippine
Universitas Trilogi, Indonesia
Universitas Fort De Kock, Indonesia

Study in Russia

Dagestan State Medical University, Russia
Pirogov Russian National Research Medical University, Russia
Chechen State University, Russia
Pskov State University, Russia
Kabardino-Balkarian State University, Russia
Tula State Pedagogical University, Russia
Saint Petersburg State University, Russia
First Moscow University, Russia
Rybinsk State Aviation Technical University, Russia
Kazan National Research Technical University, Russia
Tomsk Polytechnic University, Russia
Ural State University of Economics, Russia
Saint-Petersburg State University of Industrial Technologies and Design, Russia
Grozny State Oil Technical University, Russia

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