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Choose the correct option:
                  a.  (i), (ii) and (iii)                        b.  (i) and (ii)

                  c.  (ii), (iii) and (iv)                       d.  (i), (ii) and (iv)
           Ans.   d.   (i), (ii) and (iv)
            17.   Which of the following statements are true for the testing stage of building an Al model?   [2022]
                  (i)  The volume of test data cannot be large.

                  (ii)  Human biases in selecting test data can adversely impact testing.
                  (iii) Data validation is not needed.
                  (iv) Regulatory compliance testing and security testing are important.
                  Choose correct option:

                  a.  (i) and (ii)                               b.  (i), (ii) and (iii)
                  c.  (ii) and (iv)                              d.  (i) and (iv)
           Ans.   c.    (ii) and (iv)
            18.   Assertion (A): Test data should include all relevant subsets of training data.           [2022]
                 Reason (R): Subset data is the data used for training an Al model.
                  a.  Both Assertion (A) and Reason (R) are true and Reason (R) is the correct explanation of Assertion (A).
                  b.  Both Assertion (A) and Reason (R) are true, but Reason (R) is not the correct explanation of
                     Assertion (A).
                  c.  Assertion (A) is true, but Reason (R) is false.
                  d.  Assertion (A) is false, but Reason (R) is true.
           Ans.   b.    Both Assertion (A) and Reason (R) are true, but Reason (R) is not the correct explanation of Assertion (A).
            19.  Which of the following statements are true for the Requirement Analysis stage of building an Al model?   [2022]
                  (i)  Involves planning and motivational aspects of your project.

                  (ii)  Is the first fundamental step when starting an Al project.
                  (iii) An iterative process.
                  (iv) Data validation is important.
                  Choose the correct option:
                  a.  (i) and (ii)                               b.  (i), (ii) and (iii)
                  c.  (i) and (iv)                               d.  (i), (ii) and (iv)
           Ans.   a.   (i) and (ii)
            20.  "Your team must create test suites that help you to validate your ML models." Under which stage of an Al project
                 lifecycle does the above statement fall?                                                  [2022]
                  a.  Design/Building the Model                  b.  Scoping
                  c.  Testing                                    d.  Requirement Analysis.
           Ans.   c.    Testing


                         In Life                                                                  Life Skills & Values


           With the release of ChatGPT, the general public has come to know about Generative AI that can generate new and
           original content by learning from large datasets. Find out more such examples of Generative AI, prepare a speech and
           share with your class.



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