Discover data analysis

Question 1

What is the main purpose of data analytics?

Answer 1

To extract meaningful insights from data, aiding decision-making and strategy formulation.

Question 2

What does data analytics encompass?

Answer 2

The collection, transformation, and organization of data to draw conclusions, make predictions, and drive informed business decisions.

Question 3

What are some common techniques used in data analytics?

Answer 3

Descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics.

Question 4

What role does Microsoft play in data analytics?

Answer 4

Microsoft provides tools and platforms like Power BI, Azure, and Excel for effective data analytics processes.

Question 5

What is data analysis?

Answer 5

The process of identifying, cleaning, transforming, and modeling data to discover meaningful information.

Question 6

What are the core components of data analytics?

Answer 6

Descriptive, diagnostic, predictive, prescriptive, and cognitive analytics.

Question 7

What does descriptive analytics help with?

Answer 7

Answering questions about what has happened based on historical data.

Question 8

What is the purpose of diagnostic analytics?

Answer 8

To understand why events happened by investigating anomalies and relationships in data.

Question 9

How does predictive analytics work?

Answer 9

By using historical data to identify trends and predict future events.

Question 10

What is the focus of prescriptive analytics?

Answer 10

Determining the best actions to achieve desired outcomes based on data insights.

Question 11

What does cognitive analytics involve?

Answer 11

Drawing inferences from data patterns and using self-learning feedback loops to improve predictions.

Question 12

What is the role of a Data Analyst?

Answer 12

To interpret data and turn it into actionable insights, using various tools and techniques to analyze trends and patterns.

Question 13

What is a Data Scientist responsible for?

Answer 13

Building advanced models and algorithms to predict future trends, requiring strong statistical, programming, and machine learning skills.

Question 14

What do Data Engineers do?

Answer 14

They design, construct, and maintain data pipelines and architectures, ensuring data is accessible for analysis.

Question 15

What is the focus of a Business Intelligence (BI) Developer?

Answer 15

Creating and managing BI solutions like dashboards and reports to support decision-making processes.

Question 16

What is the primary task of a Database Administrator (DBA)?

Answer 16

Managing and maintaining databases to ensure data integrity, performance, and availability.

Question 17

What is the primary task of a data analyst in Power BI?

Answer 17

To uncover and make sense of information by preparing, modeling, visualizing, analyzing, and managing data.

Question 18

What is involved in the “Prepare” phase of data analysis?

Answer 18

Profiling, cleaning, and transforming data to ensure its integrity and readiness for modeling and visualization.

Question 19

What is the goal of the “Model” task?

Answer 19

To determine relationships between tables, define metrics, and add calculations to create an effective semantic model.

Question 20

Why is the “Visualize” task important?

Answer 20

To bring data to life through compelling reports that solve business problems and enable quick insights for decision-makers.

Question 21

What does the “Analyze” task involve?

Answer 21

Understanding and interpreting information on reports to find insights, identify patterns, and predict outcomes.

Question 22

What is the role of “Manage” in data analysis?

Answer 22

Overseeing Power BI assets, ensuring proper sharing, distribution, and security of reports, dashboards, and other components.