Use a real-life example of an AI system to discuss some impacts of cyber attacks : Introduction to Machine Learning Task

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Information Technology (IT), Architecture
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University
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Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary difference between supervised and unsupervised machine learning?
Supervised learning uses labeled data, while unsupervised learning does not.
Unsupervised learning uses labeled data, while supervised learning does not.
Both use labeled data but in different ways.
Neither uses labeled data.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which machine learning task is typically used for predicting stock prices?
Dimensionality Reduction
Classification
Regression
Clustering
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In which task is the information about data classes unknown?
Generative Models
Clustering
Regression
Classification
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main goal of generative models in machine learning?
To reduce the dimensionality of data
To classify data into predefined categories
To simulate data based on existing data
To predict future data points
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How does reinforcement learning primarily differ from active learning?
Active learning is environment-driven, while reinforcement learning involves a teacher.
Both involve a teacher guiding the learning process.
Reinforcement learning is environment-driven, while active learning involves a teacher.
Both are environment-driven with no external guidance.
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