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4.  Answer any 5 out of the given 6 questions.                                         (1 × 5 = 5 marks)
                    (i)  __________________ is a way for computers to understand and recognize patterns, much like how humans do.   1
                       a)  Artificial Intelligence                       b) Probability

                       c)  Mathematics                                   d) Data literacy
                    (ii)  Which of the following is not true?                                                           1
                       a)  AI can learn to recognize patterns, like human beings.
                       b) AI can see patterns in different types of data - numbers, images, and speech and text.

                       c)  AI cannot think like humans
                       d) These patterns help AI to solve puzzles – like identifying dogs and muffins, or predicting flood,
                         earthquakes, etc.
                   (iii)  Graph theory is used in AI representing trends using data ………………………. .                        1
                       a)  Analysis                                      b) Visualization
                       c)  Integrity                                     d) Privacy

                   (iv)  The design of the ………………………. often uses mathematical principles and structures such as functions, matrices and
                       graphs.                                                                                          1

                       a)  Program                                       b) Structure
                       c)  Data                                          d) Algorithms
                    (v)  Statistics can be used in numerous fields because of its ability to extract meaningful insights from data and assist in
                       ………………………. .                                                                                     1
                       a)  Algorithms                                    b) Decision making
                       c)  Pattern                                       d) Data visualization

                   (vi)  Which of the following is not true for certain events?                                         1
                       a)  It will have a probability of 0.              b) These events are guaranteed to happen.
                       c)  It will have a probability of 1.              d) There is no doubt about their occurrence.

                 5.  Answer any 5 out of the given 6 questions.                                         (1 × 5 = 5 marks)

                    (i)  AI-generated images are created by AI ………………………. .                                             1
                       a)  Patterns                                      b) Information
                       c)  Algorithms                                    d) Intelligence
                    (ii)  An unsupervised learning model works on ………………………. dataset.                                   1
                       a)  Labelled                                      b) Unlabelled

                       c)  Training                                      d) Continuous
                   (iii)  In Generative Modelling, there is no ………………………. dataset and the model can generate structured data from the
                       Random Noise dataset.                                                                            1
                       a)  labelled                                      b) Trained
                       c)  Random                                        d) Unlabelled

                   (iv)  A  ………………………. dataset typically refers to a collection of data points or samples where each data point is
                       generated randomly.                                                                              1
                       a)  random                                        b) random noise

                       c)  disarranged                                   d) Human generated



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