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(vi)  Which of the following is an application of Natural Language Processing (NLP)?                  1
                    a) Autonomous vehicles                             b) Predicting stock prices
                    c)  Sentiment analysis                             d) Virtual reality gaming

                                                           SECTION B

              Answer any 3 out of the given 5 questions on Employability Skills.
              Answer each question in 20 - 30 words.                                                           (3x2=6)
                  6.  Define any two of the following:                                                                2

                    a) Verbal Communication
                    b) Self-exploration
                    c)  Self-motivation

                  7.  Quote any two benefits of teamwork.                                                             2
                  8.  Name different text alignments in LibreOffice Writer.                                           2
                  9.  List four values that an entrepreneur should possess to be successful.                          2
                10.  What is the goal of the Swachh Bharat Abhiyan?                                                            2

              Answer any 4 out of the given 6 questions in 20-30 words each.                                   (4x2=8)
                11.  Differentiate between structured and unstructured data by giving examples.                       2
                12.  Explain the term ‘Classification Problem’ in NLP. Also give an example.                          2
                13.  Elaborate the following with the help of examples:                                               2

                    (i)  Intent
                    (ii) Reinforcement Learning
                14.  How can we address the biases present in AI?                                                    2

                15.  Write any two advantages and disadvantages of linear regression.                                 2
                16.  Briefly explain any two steps of NLP processing.                                                 2
              Answer the given 3 out of the 5 questions in 50-80 words each.                                             3x4=12
                17.  Explain the structure of a chatbot.                                                              4

                18.  Exemplify the steps of Data Preprocessing.                                                       4
                 19.  List any four strategies for mitigating bias.                                                   4
                20.   What are some common job roles in the field of AI, and how do they contribute to the development and
                    implementation of AI solutions across various industries?                                         4
                21.  Explain the difference between mean, median, and mode. State situation where they can or cannot be used.   4





















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