Artificial Intelligence and Data Analysis
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Questions and Answers

What is the approximate increase in data volume from the beginning of 2010 to the present?

  • 10-fold
  • 20-fold
  • 50-fold (correct)
  • 100-fold

    • Which of the following AI applications is used to extract useful information from digital images and videos?

  • Robotics
  • Natural Language Processing
  • Voice Recognition
  • Computer Vision (correct)

    • What is the primary goal of data visualization?

  • To present complex data relationships in an easy-to-understand manner (correct)
  • To extract knowledge from data
  • To identify patterns that predict future behavior
  • To automate business processes using machine learning

    • What is the primary goal of Artificial Intelligence in Robotics?

    <p>To provide an intelligent environment for more automation in the robotics industry</p> Signup and view all the answers

    Which of the following AI techniques is inspired by the human brain?

    <p>Neural Network</p> Signup and view all the answers

    What is a key characteristic of machine learning?

    <p>It uses statistical methods to recognize patterns in data</p> Signup and view all the answers

    What is the primary function of Voice Recognition in AI?

    <p>To understand and perform spoken commands</p> Signup and view all the answers

    What is the main objective of knowledge extraction?

    <p>To extract knowledge from data using various techniques</p> Signup and view all the answers

    When is machine learning typically used?

    <p>When human expertise does not exist, or is unable to explain their expertise</p> Signup and view all the answers

    Which of the following AI applications is used to classify tickets and perform spell checks?

    <p>Natural Language Processing</p> Signup and view all the answers

    What is the role of artificial intelligence in business applications?

    <p>To automate complex business processes</p> Signup and view all the answers

    What is the benefit of using data science in business?

    <p>To automate business processes and improve operations</p> Signup and view all the answers

    What is the primary reason data scientists utilize AI?

    <p>Because they have a lot of data that cannot be handled</p> Signup and view all the answers

    What is the key difference between data analysis and data analytics?

    <p>Data analysis is descriptive, while data analytics is predictive</p> Signup and view all the answers

    What is a key benefit of the provided dataset?

    <p>It contains a wide range of heights and weights</p> Signup and view all the answers

    What type of machine learning algorithm would be needed to predict the weight of a woman of 73 inches based on the provided dataset?

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

    What is a key skill required for a data scientist?

    <p>Strong knowledge of basic statistics and machine learning</p> Signup and view all the answers

    What is the relationship between height and weight in the provided dataset?

    <p>There is a positive correlation between height and weight</p> Signup and view all the answers

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