What is a potential challenge of AI in the workplace?

1. Job displacement due to automation

What is a common strategy for cost reduction in businesses?

Streamlining operations and eliminating inefficiencies

What is purpose of data visualization in Machine Learning?

Represent data and model outputs in graphical form for better understanding

What is a significant impact of Artificial Intelligence (AI) on IT engineering students?

It encourages students to focus on ethical considerations and AI governance

How might AI shape the future of work?

By creating new job opportunities and enhancing productivity

In ML, what is a key limitation of human decision-making compared to machines when analysing large datasets?

Humans require significantly more time to process large datasets

How can AI help businesses gain value?

By automating repetitive tasks and providing data-driven insights

Which of the following is an example of AI adoption transforming customer engagement?

Using chatbots to provide 24/7 customer support

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AI ML Overview

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Answers

1
What is a potential challenge of AI in the workplace?
Increased collaboration among employees
Enhanced employee satisfaction
Improved decision-making processes
1. Job displacement due to automation
2
What is a common strategy for cost reduction in businesses?
Streamlining operations and eliminating inefficiencies
Increasing employee salaries
Investing heavily in luxury items for the workplac
Expanding office spaces
3
What is purpose of data visualization in Machine Learning?
To convert unstructured data into structured data
Represent data and model outputs in graphical form for better understanding
To store large amounts of data efficiently
To improve the accuracy of machine learning algorithms automatically
4
What is a significant impact of Artificial Intelligence (AI) on IT engineering students?
It eliminates the need for programming skills
It encourages students to focus on ethical considerations and AI governance
It reduces the importance of understanding algorithms and data structures
It limits career opportunities in the IT field
5
How might AI shape the future of work?
By reducing the need for education and training
By completely replacing all human jobs
By making all jobs obsolete
By creating new job opportunities and enhancing productivity
6
In ML, what is a key limitation of human decision-making compared to machines when analysing large datasets?
Humans are incapable of learning from labelled datasets.
Humans require significantly more time to process large datasets
Humans cannot make decisions based on incomplete data
Humans are unable to identify patterns in data
7
Which type of machine learning involves labelled data for training?
Supervised Learning
Unsupervised Learning
Semi-supervised Learning
Reinforcement Learning
8
How can AI help businesses gain value?
By eliminating the need for customer service
By replacing all employees with robots
By reducing the need for any human intervention
By automating repetitive tasks and providing data-driven insights
9
Which of the following is an example of AI adoption transforming customer engagement?
Switching to manual data entry for customer records
Using chatbots to provide 24/7 customer support
Hiring more customer service representativ
Reducing the number of customer feedback surveys
10
Which type of machine learning is used to find hidden patterns in data without labels?
Supervised Learning
Reinforcement Learning
Unsupervised Learning
Semi-supervised Learning

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