Exam Flashcards

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1
Q

Why is the web 1.0 known as the “readable” phase of the world wide web?

A
  • There is only limited interaction between web users/ the site.
  • It is simply an informational portal where users can passively receive information without being given the opportunity to post comments
  • E.x Wikipedia
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2
Q

Why is the web 2.0 known as the “writable” phase of the world wide web?

A
  • Allows users to interact more freely with each other
  • Encourages collaboration
  • Such as youttube, facebook, etc.
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3
Q

Why was the scandal involving facebook and Cambridge Anaylitica unethical?

A
  • Because facebook leaked 87 million facebook profiles

- Violating the trust of the users

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4
Q

What were the 2 technologies that helped the professor Hawkings to communicate?

A
  • Equalizer (was the software that allowed him to use the hand clicker)
  • Speech Synthesizer (output where a computer or other machine reads words to you out loud in a real or simulated voice played through a loudspeaker; the technology is often called text-to-speech (TTS))
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5
Q

Internet addiction symptoms?

A

Isolation, depression/anxiety, carpal tunnel syndrome (pinching of the nerve), and neck pain

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6
Q

What are the 4 number systems?

A
  1. ) Decimal system (decimal numerals)
  2. ) Binary system (0-7 digits)
  3. ) Octal System (8 digits)
  4. ) Hexadecimal system (16 digits)
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7
Q

What are the two coding systems that are used to represent text-based data in current computers?

A

-ASCII (american standard code for information interchange)computers can only understand numbers so ASCII code is the numerical representation of a character such as “a” or “@” or an action of some sort

-EBCDIC (Extended binary coded decimal interchange code)
: is a binary code for alphabetic/numeric characters that IBM developed for its larger operating systems. It is the code for text files that is used in IBM’s o/s and that thousands of corporations use for their applications/databases

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8
Q

What are the two types of use cases for supervised machine learning?

A
  • Classification: determine the discrete class to which each individual belongs- based on input data. For example: spam filtering or fraud detection
  • Regression: Predict the real-valued output for each individual, based on input data . For example: weather forecasting or stock market prediction
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9
Q

What are two disadvantages/advantages of machine learning?

A

Disadvantages:

  • acquiring data in a useable form
  • formulating the problem so that the machine learning can be applied and will yield a result that’s actionable and measurable.

Advantages:

  • it is accurate
  • it is automated (new patterns are learned automatically)
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10
Q

Where is artificial neural networking in machine learning used? Give an example.

A
  • To construct a computer capable of “human-like” thought
  • generally used to learn to make classifications and diagnosis of patients with heart disease using collected data (age, sex, etc).
  • train network to predict heart disease of new patient.
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11
Q

What is package switching? Extend this analogy to the idea of net neutrality.

A
  • Packet switching is a digital network transmission process in which data is broken into suitably sized pieces /blocks for fast/efficient transfer via different network data when a computer attempts to send a file to another computer, the file is broken into packets so that it can be sent across the network in the most efficient way.
  • Like how small packages / mail is sent in the post office
  • Net neutrality is the principle that internet services provide should enable access to all content/applications regardless of the source- and without favouring/blocking certain websites/products.
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12
Q

What is a “nibble”?

A

-A “nibble” is 4 binary digits or 1/2 of an 8-bit (it is a collection of 4 bits)

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13
Q

What is “hexadecimal notation”?

A

-There are 16 digits (0-9) and (A-F)

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14
Q

What is a “base”?

A

-The available numbers in a numbering system

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15
Q

What is “ASCII”?

A
  • American standard code for information interchange (ASCII)

- It is a character encoding standard for electronic communication (represent text in computers and other devices)

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16
Q

What are “octal numbers”?

A

-the octal number system is the base 8 number system and uses digits 0-7

17
Q

What is “triangle mesh”?

A

-A triangle mesh is a type of polygon mesh in computer graphics. It comprises a set of triangles (typically in three dimensions) that are connected by their common edges or corners

18
Q

What is “geometric primitive”?

A

-geometric objects that the system can handle, draw, store,

19
Q

What is “Hypertext”?

A

-a software system that links topics on the screen to related information and graphics , which are typically addressed by a point- and - click method
(text displayed on computer display with references to other text that the reader can immediately access)

20
Q

What is “reasoning”?

A

-computer programs that allow computers to reason completely or nearly completely, automatically.

21
Q

What is “training data”?

A

-an initial set of data used to help a program understand how to apply technologies like neural network to learn and produce sophisticated results

22
Q

What is “capability of an AI system?”

A
  • an AI system must be capable of doing:
    1. ) store knowledge
    2. )apply the knowledge to solve problems
    3. ) acquire new knowledge through experience
23
Q

What is “Machine learning”?

A

-AI- provides computers with the ability to learn without being explicitly programmed

24
Q

What is “Supervised learning”?

A

-Supervised machine learning systems provide the learning algorithms with known quantities to support future judgements (chatbots)

25
Q

What is the “decision tree”?

A
  • A decision support tool that uses tree -like model of decisions and their possible consequences.
  • It is one way to display an algorithm that only contains conditional statements (IF ELSE)
26
Q

What is a “neural network”?

A

-A type of AI that attempts to imitate the way human brain work - rather than using a digital model in which all computers manipulate 1’s and 0’s - a neural network works by creating connections between processing elements- the computer equivalent of neurons.