Machine Learning Fundamentals

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DevoutAlexandrite
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What mathematical discipline provides the foundations for Machine Learning?

Mathematical Optimization

Who coined the term 'machine learning' in 1959?

Arthur Samuel

Which field focuses on exploratory data analysis through unsupervised learning?

Data Mining

In the context of machine learning, what does PAC learning stand for?

<p>Probably Approximately Correct Learning</p> Signup and view all the answers

Which application area is NOT mentioned in the text as being impacted by machine learning?

<p>Finance</p> Signup and view all the answers

Who introduced a theoretical neural structure formed by interactions among nerve cells?

<p>Donald Hebb</p> Signup and view all the answers

Which machine developed in the early 1960s used punched tape memory for learning?

<p>Cybertron</p> Signup and view all the answers

Who proposed early mathematical models of neural networks to come up with algorithms mirroring human thought processes?

<p>Walter Pitts</p> Signup and view all the answers

Which author provided a widely quoted definition of machine learning algorithms involving experience, tasks, and performance measures?

<p>Tom M. Mitchell</p> Signup and view all the answers

In which paper did Alan Turing replace the question 'Can machines think?' with 'Can machines do what we can do?'

<p>Computing Machinery and Intelligence</p> Signup and view all the answers

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