Machine Learning Overview
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Questions and Answers

Who coined the term 'machine learning'?

  • John McCarthy
  • Alan Turing
  • Marvin Minsky
  • Arthur Samuel (correct)

Which field of study focuses on exploratory data analysis through unsupervised learning?

  • Mathematical optimization
  • Computational statistics
  • Data mining (correct)
  • Predictive analytics

What provides the mathematical foundations of machine learning?

  • Generative artificial neural networks
  • Mathematical optimization methods (correct)
  • Large language models
  • Computational statistics

Which field is known in its application across business problems under the name predictive analytics?

<p>Machine learning (C)</p> Signup and view all the answers

What is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can effectively generalize and perform tasks without explicit instructions?

<p>Machine learning (D)</p> Signup and view all the answers

What is the main focus of machine learning?

<p>Developing algorithms for computers to learn and make predictions (A)</p> Signup and view all the answers

What type of data can be used as input for machine learning algorithms?

<p>Text, images, numbers, structured or unstructured formats (B)</p> Signup and view all the answers

What happens during the training phase of machine learning models?

<p>The model learns to recognize patterns and relationships in the data (B)</p> Signup and view all the answers

What are machine learning algorithms?

<p>Mathematical and statistical techniques that enable a computer to learn from data (B)</p> Signup and view all the answers

In which type of machine learning is the model trained on a labeled dataset?

<p>Supervised learning (D)</p> Signup and view all the answers

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