Emerging Technologies in Medicine and Healthcare Quiz

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Questions and Answers

What is the main focus of Artificial Intelligence (AI)?

  • Teaching machines to perform specific tasks using programmed instructions
  • Creating statistical models for data analysis
  • Developing artificial neural networks
  • Simulating human intelligence in machines (correct)

What is the difference between Machine Learning (ML) and Deep Learning?

  • ML requires extensive programming, while Deep Learning is based on intuitive algorithms
  • ML involves learning from experience through statistics, while Deep Learning uses artificial neural networks (correct)
  • ML uses decision trees for classification, while Deep Learning uses support vector machines
  • ML focuses on supervised learning, while Deep Learning focuses on unsupervised learning

What is the primary difference between traditional programming and Machine Learning?

  • Traditional programming is based on neural networks, while Machine Learning uses statistical analysis
  • Traditional programming involves writing a list of statements to instruct the computer, while Machine Learning learns from data to achieve a goal (correct)
  • Traditional programming focuses on unsupervised learning, while Machine Learning focuses on supervised learning
  • Traditional programming uses machine learning algorithms, while Machine Learning relies on predefined rules

What are artificial neural networks inspired by?

<p>The structure and functioning of the human brain (A)</p> Signup and view all the answers

What type of learning is Deep Learning?

<p>Subset of Machine Learning where machines learn deeply from data using artificial neural networks (C)</p> Signup and view all the answers

What is the main focus of Artificial Intelligence (AI)?

<p>Simulating human intelligence in machines (B)</p> Signup and view all the answers

What type of learning is Deep Learning?

<p>Subset of Machine Learning where machines learn deeply from data using artificial neural networks (B)</p> Signup and view all the answers

What is the difference between Machine Learning (ML) and Deep Learning?

<p>ML learns from experience through statistics while Deep Learning learns deeply from data using artificial neural networks (D)</p> Signup and view all the answers

What are artificial neural networks inspired by?

<p>The structure and functioning of the human brain (B)</p> Signup and view all the answers

What is the primary difference between traditional programming and Machine Learning?

<p>Traditional programming provides a list of statements for the computer to perform specific tasks, while Machine Learning learns from a set of data to achieve a goal (A)</p> Signup and view all the answers

What is the primary difference between traditional programming and Machine Learning?

<p>In traditional programming, a program is a sequence of statements that tells the computer how to solve a specific problem, while in Machine Learning, the computer is given a set of data and a goal to achieve, and it learns how to achieve that goal by finding patterns or relationships within the data. (B)</p> Signup and view all the answers

What has contributed to the increased popularity and usage of machine learning in recent years?

<p>Availability of powerful computers and increased availability of data. (C)</p> Signup and view all the answers

What is the main focus of Artificial Intelligence (AI)?

<p>Simulating human intelligence in machines' thinking and behavior. (C)</p> Signup and view all the answers

According to Tom Mitchell (1997), what is task-specific learning specific to?

<p>A particular task or set of tasks. (A)</p> Signup and view all the answers

Why do machine learning algorithms require large amounts of data?

<p>To be effective in finding patterns or relationships within the data. (B)</p> Signup and view all the answers

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