Module 1

Question 1

They are conceivable as the new
resource in this digital world.

Answer 1

Data

Question 2

The process of
refinement of data

Answer 2

Analytics

Question 3

Complete process of creating, collecting, processing, analyzing, and extracting value from data within an organization.

Answer 3

Data Value Chain

Question 4

Data creation fundamentally relies on

Answer 4

Human Involvement

Question 5

How is data gathered and kept?

Answer 5

Data is systematically collected and
securely stored within a myriad of applications
employed by diverse organizations.

Question 6

It involves the extraction and consolidation of data

Answer 6

Information

Question 7

Where is information stored

Answer 7

into a single repository

Question 8

The process which the data becomes
information involves:

Answer 8

Data Cleaning
Data Categorization
Data Transformation
Data Aggregation

Question 9

Once the process is done what does data become?

Answer 9

Information

Question 10

It involves finding patterns and trends.

Answer 10

Insights

Question 11

Information enables organizations to answer the
question:

Answer 11

What happened?

Question 12

This consolidated information in a single repository, organizations can now uncover patterns to address key questions:

Answer 12

Why did it happen?
What is likely to happen next?

Question 13

It involves translating the analyzed data into practical imperatives and recommendations for future actions.

Answer 13

Imperatives

Question 14

Empowered by insights, organizations can now take decisive actions informed by analyzed data in which addresses a pivotal question:

Answer 14

What steps should be taken next?

Question 15

Policies for quality and compliance.

Answer 15

Data Governance

Question 16

End-to-end oversight of data processes.

Answer 16

Data Management

Question 17

Safeguarding data from unauthorized access.

Answer 17

Data Security

Question 18

Responsible and ethical data handling.

Answer 18

Data Ethics

Question 19

Building data systems.

Answer 19

Data Engineering

Question 20

Managing structured data.

Answer 20

Data Warehousing.

Question 21

Designing data systems.

Answer 21

Data Architecture

Question 22

Extracting insights for decisions.

Answer 22

Business Intelligence

Question 23

Responsible for summarizing
historical data.

Answer 23

Descriptive Analytics

Question 24

Extracting insights.

Answer 24

Data Mining

Question 25

Processing Data Steps

Answer 25

Algorithms

Question 26

Learn and improve form experience

Answer 26

Machine Learning

Question 27

Responsible for analyzing data why an event occurred.

Answer 27

Diagnostic Analytics

Question 28

Responsible for identifying future events based on historical data.

Answer 28

Predictive Analytics

Question 29

Enhancing efficiency.

Answer 29

Optimization

Question 30

Modeling real-world scenarios.

Answer 30

Simulation

Question 31

Responsible for recommending actions derived from descriptive and predictive analysis.

Answer 31

Prescriptive Analytics

Question 32

Disciplines Under Data

Answer 32

* Data Governance * Data Management * Data Security * Data Ethics

Question 33

Disciplines under Information

Answer 33

* Data Engineering * Data Warehousing * Data Architecture * Business Intelligence

Question 34

Disciplines under Insights

Answer 34

* Data Mining * Algorithms * Machine Learning

Question 35

Disciplines under Imperatives

Answer 35

* Optimization * Simulation

Question 36

Data Steward responsibilities:

Answer 36

* Develop * Enforce * Maintain

Question 37

Data Stewards are involved in

Answer 37

Data Security and Data Usage

Question 37

Also called as Data Gate Keepers

Answer 37

Data Stewards

Question 38

Data Engineer responsibilities

Answer 38

* Design * Construct * Test * Maintain

Question 39

Data Engineers are involved with

Answer 39

ETL (Extract, Transform, Load).

Question 40

They also work in Data Repositories

Answer 40

Data Engineers

Question 41

Data Scientist responsibilities

Answer 41

* Statistical Techniques, * Create Statistical Models

Question 42

Data Scientists are involved with

Answer 42

Applying Trends, Patterns (Current & Historical) to make Data-Driven Prediction.

Question 43

Functional Analyst responsibilities

Answer 43

* Utilized Data * Leveraging Derived Insights

Question 43

What do functional analysts do?

Answer 43

They also validate the insights of Data Scientist.

Question 44

They are responsible for crafting the definitive prescriptions that outline the necessary actions for their clients or stakeholders.

Answer 44

Functional Analyst

Question 45

Analytics Manager responsibilities

Answer 45

* Develop * Guide Data-Driven Projects

Question 46

Analytics Manager's job includes heavily with

Answer 46

Project Management – which includes the Initiation, Planning, Execution, Monitoring and Closure.

Question 47

They bring the team together to ensure a successful deliver of the project.

Answer 47

Analytics Manager

Question 47

Analytics helps organizations to

Answer 47

provide data-driven decisions.

Question 47

What is Analytics called?

Answer 47

Decision Support System

Question 48

Decision Support Systems systematically allow the business to have a

Answer 48

Data Value Chain

Question 49

T or F In the end, the end user has the final say whether to act upon them or not.

Answer 49

True

Question 50

T or F Analytics are only used as a tool for giving options

Answer 50

True

Question 51

T or F Analytics are only used as a tool for giving commands to make decisions.

Answer 51

False

Question 52

Also used to drive digital process such as smart appliances, self-driving cars, manufacturing.

Answer 52

Analytics

Question 53

Data Engineers Related Jobs:

Answer 53

* ETL Developer * Data Architect * Data Warehousing Professional * Big Data Engineer

Question 54

Data Scientist Related Jobs:

Answer 54

* Statistician * Statistical Modeler * Advanced Analytics Professional

Question 55

Functional Analyst Related Jobs:

Answer 55

* Research Analyst * Human Resource Analyst * Marketing Analyst * Financial Analyst * Operations Analyst

Question 56

Analytics Managers Related Jobs:

Answer 56

* Chief Data Officer * Project Manager * Data Engineering Manger * Data Science Manager * Analytics Translator