
Data Science Analysis Principles Quiz

Passage
•
Instructional Technology
•
University
•
Easy
Marcelo Ézio Rodrigues
Used 3+ times
FREE Resource
10 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which of the following is an example of a traditional software mentioned in the intersection of Technology/Automation and Business?
Excel
Python
Tableau
R
2.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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
3.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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
4.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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.
5.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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
6.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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)
7.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
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
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