Artificial Intelligence Basics
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Artificial Intelligence Basics

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@DeftAmethyst

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Questions and Answers

What is the primary goal of Artificial Intelligence?

  • To enable machines to think without any human intervention (correct)
  • To solve complex problems like the human brain
  • To create intelligent machines that can mimic human behavior
  • To enable machines to learn from past experiences
  • Which of the following is an example of Weak AI?

  • General AI
  • Siri (correct)
  • Deep Learning Algorithm
  • Google Assistant
  • What is the main difference between Machine Learning and Deep Learning?

  • Machine Learning deals with structured data, while Deep Learning deals with unstructured data (correct)
  • Deep Learning is a subset of Machine Learning and AI
  • Machine Learning requires a huge amount of data, while Deep Learning requires less data
  • Machine Learning is a subset of Deep Learning
  • When was the term 'Deep Learning' first coined?

    <p>2000</p> Signup and view all the answers

    What is the primary application of Artificial Intelligence in social networking sites?

    <p>Face recognition and friend suggestions</p> Signup and view all the answers

    Which of the following is a type of AI based on capabilities?

    <p>General AI</p> Signup and view all the answers

    What is the primary goal of Machine Learning?

    <p>To enable machines to learn from past experiences</p> Signup and view all the answers

    What type of data does Deep Learning typically deal with?

    <p>Structured, semi-structured, and unstructured data</p> Signup and view all the answers

    What is the primary goal of Artificial Intelligence?

    <p>To create intelligent machines that can mimic human behavior</p> Signup and view all the answers

    What does 'Artificial' in Artificial Intelligence refer to?

    <p>Man-made thinking ability</p> Signup and view all the answers

    What is the advantage of using Artificial Intelligence in machines?

    <p>We do not need to pre-program the machine to perform a task</p> Signup and view all the answers

    What is one of the real-world applications of AI in email services?

    <p>Email spam filtering</p> Signup and view all the answers

    How does AI technology help in ride-sharing applications?

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

    What is an intelligent machine?

    <p>A machine that can mimic human behavior</p> Signup and view all the answers

    Why do we need Artificial Intelligence in today's world?

    <p>To solve complex problems and automate routine work</p> Signup and view all the answers

    How effective is Gmail's spam filtering system?

    <p>It filters 99.9% of spam mails</p> Signup and view all the answers

    Study Notes

    What is Artificial Intelligence?

    • Artificial Intelligence (AI) is a computer science technology that creates intelligent machines that can mimic human behavior.
    • Intelligent machines can think like humans, behave like humans, and make decisions.
    • AI is made up of two words, "Artificial" and "Intelligence", meaning "man-made thinking ability".
    • AI machines can work on their own with programmed algorithms, without pre-programming for a specific task.

    Why do we need Artificial Intelligence?

    • The goal of AI is to create intelligent machines that can mimic human behavior.
    • AI is needed to solve complex problems, automate routine work, save manpower, and perform various tasks.

    Real-world Applications of AI

    • Google Search Engine uses AI to provide relevant recommendations.
    • Ride-sharing applications like Uber use AI and machine learning to determine ride type, time, and price.
    • AI is used in email spam filtering, with Gmail successfully filtering 99.9% of spam mails.
    • Social networking sites like Facebook, Instagram, and Pinterest use AI for face recognition, friend suggestions, and understanding contextual meaning of emojis.
    • AI is used in product recommendations on Amazon and personalized recommendations on Netflix.

    Difference between AI, Machine Learning, and Deep Learning

    • Artificial Intelligence (AI) is a technology to create intelligent machines that can mimic human behavior, coined in 1956 by John McCarthy.
    • Machine Learning (ML) is a subset of AI that learns from past data and experiences, coined in 1959 by Arthur Samuel.
    • Deep Learning (DL) is a subset of ML and AI that imitates the working of the human brain, coined in 2000 by Igor Aizenberg.
    • AI deals with structured and semi-structured data, while ML deals with structured and semi-structured data, and DL deals with structured and unstructured data.
    • AI requires a huge amount of data, ML can work with less data, and DL requires a huge amount of data.

    Types of AI

    • Weak AI or Narrow AI is capable of performing dedicated tasks with intelligence, e.g., Siri.
    • General AI is the intelligent machine that can perform any intellectual task that a human can.
    • Based on functionalities, AI can be divided into different types.

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    Learn about the basics of artificial intelligence, including intelligent machines and decision making. Understand how AI is different from traditional programming.

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