Artificial Intelligence Overview
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Questions and Answers

What is the main difference between machine learning and deep learning?

  • Deep learning uses labeled data for training while machine learning uses unsupervised learning.
  • Machine learning requires explicit programming while deep learning learns from deep neural networks. (correct)
  • Deep learning was first coined in the 1950s while machine learning was introduced in the 1990s.
  • Machine learning is rule-based while deep learning is based on fuzzy logic.

    • Which type of artificial intelligence involves an 'agent' learning to maximize 'reward' in an environment?

  • Machine learning
  • Deep learning
  • Reinforcement learning (correct)
  • Rule-based expert systems

    • What is the primary function of Convolutional Neural Networks (CNNs) in artificial intelligence?

  • Classifying images (correct)
  • Forecasting in business and e-commerce
  • Classifying numbers-based data
  • Analyzing medical images

    • In the context of AI applications, what does 'autonomous automotive and navigation' refer to?

    <p>AI used in autonomous vehicles for self-driving capabilities</p> Signup and view all the answers

    Which industry benefits from the application of AI in 'risk assessments' and 'wealth management'?

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

    What distinguishes supervised learning from unsupervised learning in machine learning?

    <p>Supervised learning requires labeled data while unsupervised does not.</p> Signup and view all the answers

    When was the term 'artificial intelligence' first coined?

    <p>1950</p> Signup and view all the answers

    Which type of artificial intelligence involves learning to maximize 'reward' in an environment?

    <p>Reinforcement learning</p> Signup and view all the answers

    Which of the following AI applications is used for 'inventory management' and 'forecasting'?

    <p>Business and E-commerce</p> Signup and view all the answers

    Which type of neural network is used to classify time series data, such as audio?

    <p>Recurrent Neural Network (RNN)</p> Signup and view all the answers

    What is the main difference between supervised and unsupervised learning in machine learning?

    <p>Supervised learning requires labeled data, while unsupervised learning does not.</p> Signup and view all the answers

    Which AI application is used for 'analyzing medical images' and 'drug development'?

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

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