Data Science Analysis Principles Quiz

Which of the following is an example of a traditional software mentioned in the intersection of Technology/Automation and Business?

• Excel

• Python

• Tableau

• R

How does the diagram suggest that machine learning differs from traditional statistical methods?

• Machine learning involves automation and advanced algorithms, while traditional statistics focus on basic calculations like sum and mean

• Machine learning only uses Excel

• Traditional statistics require no data

• Machine learning ignores business context

Which of the following is NOT mentioned as a traditional tool or method in the image?

• Excel

• SAS

• Traditional statistics (sum, average)

• Deep learning neural networks

What is a possible consequence of drawing conclusions from models that do not consider the business context?

• Conclusions that do not make sense for the business.

• Increased customer satisfaction.

• Guaranteed sales growth.

• Accurate market predictions.

What does "Soma, media, estatística tradicional" refer to in the context of data analysis?

• Traditional statistical methods like sum and average

• Advanced neural networks

• Cloud computing platforms

• Data encryption techniques

According to the Venn diagram, which concept is found at the intersection of Business and Mathematics/Statistics?

• Traditional statistics (sum, mean, etc)

• Data Science

• Machine Learning

• Traditional software (Excel, SAS, etc)

Which three main areas are represented in the Venn diagram related to Data Science?

• Tecnologia/Automações, Negócios, Matemática/Estatística

• Física, Química, Biologia

• Engenharia, Medicina, Direito

• Literatura, História, Geografia

If a business wants to use "soma, media, estatística tradicional" for analysis, which two areas are they combining according to the diagram?

• Negócios and Matemática/Estatística

• Tecnologia/Automações and Negócios

• Tecnologia/Automações and Matemática/Estatística

• Negócios and Literatura

What does the acronym CRISP-DM stand for in the context of data mining?

• Cross Industry Standard Process for Data Mining

• Computer Industry Standard Process for Data Mining

• Cross Industry Standard Procedure for Data Management

• Computerized Industry Standard Process for Data Modeling

In the CRISP-DM process, what is the main focus of the "Preparação / Visualização (comunicação dos resultados)" phase?

• Communicating results through preparation and visualization

• Collecting raw data from various sources

• Validating the accuracy of the data model

• Understanding the business objectives