Introduction to Machine Learning Technology
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Questions and Answers

What is the main focus of machine learning?

  • Building mathematical models
  • Speech recognition
  • Email filtering
  • Predictions using historical data (correct)

Who first introduced the term 'machine learning'?

  • Regression models
  • Hidden Markov models
  • Facebook
  • Arthur Samuel (correct)

What is machine learning a subset of?

  • Facebook auto-tagging
  • Clustering methods
  • Sequential models
  • Artificial intelligence (correct)

What are the three main techniques mentioned for machine learning?

<p>Supervised, Unsupervised, and Reinforcement learning (A)</p> Signup and view all the answers

What does machine learning enable a computer to do?

<p>All of the above (D)</p> Signup and view all the answers

In what year was the term 'machine learning' first introduced?

<p>1959 (A)</p> Signup and view all the answers

What is used by machine learning algorithms to build a mathematical model for making predictions?

<p>Sample historical data (B)</p> Signup and view all the answers

What brings computer science and statistics together for creating predictive models?

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

What determines the accuracy of the predicted output in machine learning?

<p>The amount of data (C)</p> Signup and view all the answers

Why is there a need for machine learning?

<p>To make tasks easier for humans (D)</p> Signup and view all the answers

Which technology is much similar to data mining and deals with a huge amount of data?

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

What does machine learning use to detect various patterns in a given dataset?

<p>Sample historical data (B)</p> Signup and view all the answers

What determines the performance of the machine learning algorithm?

<p>The amount of data (C)</p> Signup and view all the answers

What is used by machine learning to predict the output when it receives new data?

<p>Historical data (D)</p> Signup and view all the answers

In what way has machine learning changed our way of thinking about problems?

<p>By making tasks easier for humans (B)</p> Signup and view all the answers

Where is machine learning used?

<p>In self-driving cars, cyber fraud detection, and face recognition (C)</p> Signup and view all the answers

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