Artificial Intelligence Basics
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Artificial Intelligence Basics

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Questions and Answers

What is the primary goal of Artificial Intelligence?

  • To replace human workers with machines
  • To create robots that can think like humans
  • To build autonomous vehicles
  • To develop systems that can perform tasks that typically require human intelligence (correct)

    • What is Machine Learning?

  • A type of Artificial Intelligence that enables machines to learn from data without being explicitly programmed (correct)
  • A type of Artificial Intelligence that uses computer vision
  • A type of Artificial Intelligence that uses rule-based systems
  • A type of Artificial Intelligence that uses natural language processing

    • What is the difference between Narrow or Weak AI and General or Strong AI?

  • Narrow AI can perform a single task, while General AI can perform any task a human can (correct)
  • Narrow AI is used in robotics, while General AI is used in healthcare
  • Narrow AI is more advanced than General AI
  • General AI can learn from data, while Narrow AI cannot

    • What is the term for the concept that machines can be biased or discriminatory?

    <p>Algorithmic Bias</p> Signup and view all the answers

    What is Natural Language Processing (NLP) primarily used for?

    <p>Speech recognition and text analysis</p> Signup and view all the answers

    Which of the following best represents a real-life example of Artificial Intelligence in action?

    <p>A self-driving car navigating through a city</p> Signup and view all the answers

    What is the primary reason why AI systems can be flawed or inaccurate?

    <p>Biased data used for training</p> Signup and view all the answers

    Which of the following industries is most likely to benefit from the use of Natural Language Processing (NLP)?

    <p>Customer Service</p> Signup and view all the answers

    What is the primary advantage of using Machine Learning over traditional programming?

    <p>Ability to handle large datasets</p> Signup and view all the answers

    Which of the following best represents a Narrow or Weak AI system?

    <p>A system that can perform a specific task, such as playing chess</p> Signup and view all the answers

    Study Notes

    Artificial Intelligence and its Goals

    • The primary goal of Artificial Intelligence (AI) is to create machines that can perform tasks that typically require human intelligence, such as problem-solving, decision-making, and learning.

    Machine Learning

    • Machine Learning is a subset of AI that enables machines to learn from data and improve their performance on a task without being explicitly programmed.

    Types of AI

    • Narrow or Weak AI: designed to perform a specific task, such as facial recognition, language translation, or playing chess.
    • General or Strong AI: capable of performing any intellectual task that a human can, with abilities that are on par with human intelligence.

    Bias in AI Systems

    • Algorithmic bias: the concept that machines can be biased or discriminatory due to flawed or incomplete data, leading to unfair outcomes.

    Natural Language Processing (NLP)

    • NLP is primarily used for tasks such as language translation, sentiment analysis, and text summarization, enabling machines to understand and generate human language.

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    Description

    Test your understanding of the fundamental concepts of Artificial Intelligence, including its primary goal, machine learning, types of AI, and natural language processing. Perfect for beginners!

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