History of IT and AI
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History of IT and AI

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Questions and Answers

What is the main role of computer networks as described in the content?

  • To enhance the performance of individual computers.
  • To automate software updates.
  • To improve video game graphics.
  • To facilitate information exchange between users. (correct)

    • What phenomenon is described as the benefit to a community increasing as more members join a network?

  • System integration.
  • Resource allocation.
  • User engagement.
  • Network effect. (correct)

    • What type of network connects computers within a small geographic area like an office?

  • Local Area Network (LAN). (correct)
  • Wide Area Network (WAN).
  • Metropolitan Area Network (MAN).
  • Personal Area Network (PAN).

    • Which statement best describes a Wide Area Network (WAN)?

    <p>A network that covers a large geographic area and connects multiple LANs.</p> Signup and view all the answers

    What early use of computers highlighted the importance of communication networks?

    <p>Sending emails and sharing printers.</p> Signup and view all the answers

    What significant change occurred around the year 1990 in the field of information technology?

    <p>Computers were invented and became popular.</p> Signup and view all the answers

    What fundamental human activity is linked to the development of computer networks?

    <p>Information exchange.</p> Signup and view all the answers

    How do organizations perceive IT investments today?

    <p>As one of the largest expenses for most organizations.</p> Signup and view all the answers

    What motivates the computer industry to expand networking technologies?

    <p>Network effect.</p> Signup and view all the answers

    What expectation is there for professionals in various fields regarding IT?

    <p>They should be as comfortable using IT as using their first language.</p> Signup and view all the answers

    Which statement accurately reflects the evolution of computer development?

    <p>Computer development is closely linked to advancements in networking and the Internet.</p> Signup and view all the answers

    What was the primary method of information storage and sharing before the advent of computers?

    <p>Physical libraries and printed materials.</p> Signup and view all the answers

    Which of the following statements about IT systems is true?

    <p>IT systems can vary widely in size and security needs.</p> Signup and view all the answers

    What major trend concerning personal electronic devices and office IT systems has emerged?

    <p>The distinction between personal devices and office IT systems is disappearing.</p> Signup and view all the answers

    Which of the following best describes the primary role of information technology in society?

    <p>It facilitates easy access to and sharing of information.</p> Signup and view all the answers

    Why is the history of IT considered important today?

    <p>It reveals how technology influences communication and accessibility to information.</p> Signup and view all the answers

    What is the primary function of artificial intelligence?

    <p>To mimic human intelligence for task performance</p> Signup and view all the answers

    Which of the following best describes machine learning?

    <p>A type of AI that learns from data patterns with minimal human guidance</p> Signup and view all the answers

    What was a major advancement for machine learning models in the late 1970s?

    <p>The development of powerful computers capable of executing complex techniques</p> Signup and view all the answers

    What type of learning involves a human teacher guiding the model's training?

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

    What is the primary purpose of object-oriented programming languages?

    <p>To represent real-world entities through objects</p> Signup and view all the answers

    What distinguishes self-supervised learning from supervised learning?

    <p>It does not use existing labels but learns from the data itself</p> Signup and view all the answers

    How has generative AI changed the capabilities of machine learning?

    <p>It allows for the generation of text or images on demand</p> Signup and view all the answers

    How many parameters does GPT-3 have?

    <p>175 billion</p> Signup and view all the answers

    What classic problem illustrates the application of machine learning in image recognition?

    <p>Recognizing patterns in cat images</p> Signup and view all the answers

    Which programming language is primarily considered a scripting language?

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

    Which mathematical figure is noted for work in the early development of machine learning techniques?

    <p>Alan Turing</p> Signup and view all the answers

    What type of data representation do procedural programming languages primarily focus on?

    <p>A limited set of data types</p> Signup and view all the answers

    Which of the following is an example of a markup language?

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

    What is a common feature of scripting languages compared to procedural and object-oriented languages?

    <p>They are often easier to learn</p> Signup and view all the answers

    Which technology allows for enhancing the accessibility of AI models like GPT-3?

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

    What is the primary function of parameters in models like GPT-3?

    <p>To adjust the model's mathematical representation of data</p> Signup and view all the answers

    What is a key advantage of using JavaScript for development?

    <p>It allows developers to build entire applications using one language.</p> Signup and view all the answers

    Which of the following describes block-based programming?

    <p>It employs graphical interfaces to represent programming concepts.</p> Signup and view all the answers

    What do frameworks like React Native primarily help developers achieve?

    <p>Build mobile applications using JavaScript.</p> Signup and view all the answers

    What is one of the primary benefits of block coding for beginners?

    <p>It allows focus on programming logic without syntax concerns.</p> Signup and view all the answers

    Which programming languages are mentioned as examples in the content?

    <p>Java, C++, Python</p> Signup and view all the answers

    What is Blockly?

    <p>A block-based programming language from Google.</p> Signup and view all the answers

    How does block coding facilitate the transition to text-based programming?

    <p>By helping build foundational skills necessary for text-based coding.</p> Signup and view all the answers

    What is a common misconception about block-based programming?

    <p>It cannot create advanced applications.</p> Signup and view all the answers

    Study Notes

    History of IT

    • IT is the use of computers and networking technologies to store, process, and retrieve information.
    • IT investments, including computers, networks, software, and employees, are one of the largest expenses for most organizations.
    • The field of IT emerged in the 1990s with the popularization of computers and the use of the Internet to connect them.
    • The network effect refers to the increasing benefit of a network as more members join.
    • The invention of the World Wide Web enabled information sharing on a global scale.
    • The Internet connects local area networks (LANs) within buildings to wide area networks (WANs) that span larger geographical areas.
    • Artificial intelligence (AI) aims to mimic human intelligence to perform tasks.
    • Machine learning is a type of AI where models learn from data patterns without human direction.
    • The development of machine learning has been driven by the increasing volume and complexity of data.
    • The first machine learning models were trained by humans in a process called supervised learning.
    • Self-supervised learning uses massive amounts of data to train models capable of generating predictions.
    • The GPT-3 language model has 175 billion parameters, trained on 45TB of text data.
    • The Llama 2 model has 7B, 13B, and 70B versions.

    Programming Languages

    • Procedural programming languages use precise steps to compose programs.
    • Object-oriented programming languages allow developers to create their own data types by organizing data and related functions into objects.
    • Scripting languages are used to automate tasks using existing application capabilities.
    • Markup languages specify how information should be displayed or interpreted.
    • JavaScript is increasingly used for both frontend and backend development.
    • Frameworks like React Native enable JavaScript development of mobile applications.

    Block-Based Programming

    • Block-based programming uses visual interfaces to represent programming concepts instead of traditional text-based coding.
    • Blockly from Google and Scratch from MIT labs are examples of block-based programming languages.
    • Block coding is a fun and interactive way to learn programming, ideal for beginners and children.

    Programming Basics

    • Many programming languages share core concepts.

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    Related Documents

    Law IT.pdf

    Description

    Explore the evolution of Information Technology from the 1990s to present, including key advancements like the Internet and the World Wide Web. This quiz also delves into the fundamentals of artificial intelligence and machine learning, highlighting their significance in today's digital landscape.

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