Data Science and Machine Learning Quiz

Quiz
•
Computers
•
12th Grade
•
Hard
Luca Barbesin
FREE Resource
15 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the theory of computation primarily concerned with?
Understanding what can be computed and how efficiently
Developing new programming languages
Creating user interfaces for computers
Designing computer hardware
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which famous problem in complexity theory remains unsolved and has motivated extensive research on efficient algorithms?
The Knapsack Problem
The P versus NP problem
The Traveling Salesman Problem
The Halting Problem
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What statistical technique widely used in machine learning models draws heavily from probability theory and Bayes' theorem?
Decision tree
Bayesian inference
K-means clustering
Linear regression
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What sector has benefited a lot from machine learning by making predictions more accurate and effective risk management possibilities?
Healthcare
Education
Entertainment
Manufacturing
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What ethical issue arises from the potential misuse of machine learning algorithms to discriminate against specific groups or maintain societal injustices?
Bias in algorithms
Transparency issues
Privacy concerns
Accountability challenges
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a major concern when it comes to data scientists collecting and analyzing massive datasets?
Privacy
Bias
Transparency
Accountability
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a potential consequence of the lack of transparency in machine learning algorithms?
Increased trust among users
Decreased accuracy of results
Mistrust among users
Enhanced fairness in predictions
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