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B.   Fill in the blanks.
                   1.                 Engineers focus on voice assistants, speech recognition, and document processing.
                   2.                 construct and manage AI-powered robots and mechanical devices that can perform tasks based on
                       human commands.

                   3.   A job that involves using statistical techniques to interpret complex data is called a    .
                   4.                  involves  the  analysis  and  interpretation  of  signals,  such  as  audio  and  video  data,  used  in
                       telecommunications and medical imaging.
                   5.   A crucial skill for a         is expertise in image processing and recognition algorithms.

              C.   State whether the following statement is true or false.
                   1.   Natural Language Processing (NLP) Engineers develop systems that can understand and
                       generate human language.
                   2.   AI specialists only work in the technology sector and have no roles in industries like
                       healthcare or finance.
                   3.   Precision Agriculture Specialist develops AI-powered drones and sensors to monitor crops.

                   4.   AI Engineers are responsible for converting data into formats that are useful for analysis.
                   5.   Trend Analyst uses AI algorithms to analyse current trends in fashion.

                                                SECTION B (Subjective Type Questions)
              A.   Short answer type questions.
                     1.  What are the responsibilities of a Data Scientist in the AI field?

                   Ans.  A Data Scientist analyses and interprets complex data, derives insights, builds predictive models, and helps in
                        decision-making by providing data-driven solutions to business problems.
                     2.  How do AI professionals use neural networks?
                   Ans.  AI professionals use neural networks to design and train models for tasks such as image and speech recognition,
                        enabling machines to mimic the human brain's ability to recognise patterns.
                     3.  What soft skills are essential for AI professionals, and why?

                   Ans.  Effective communication, teamwork, problem-solving, and critical thinking are essential soft skills for AI professionals
                        as they enable collaboration, clear idea presentation, and innovative solutions to complex problems.

                     4.  Describe the role of an AI Ethicist.
                   Ans.  An AI Ethicist ensures the ethical use and responsible development of AI technologies, addressing issues like bias,
                        fairness, transparency, and the societal impacts of AI systems.

                     5.  Which industries benefit from AI in the context of customer experience improvement?
                   Ans.  Retail and tourism industries benefit from AI through personalised recommendations, customer service chatbots,
                        and optimised user experiences, enhancing customer satisfaction and loyalty.

              B.   Long answer type questions.
                     1.   What  are  some  dynamic  career  paths  within  AI  that  offer  significant  growth  prospects  across  industries  like
                        healthcare, finance, and retail?
                   Ans.  The demand for AI specialists is escalating as industries recognise its transformative potential. Job opportunities
                        span diverse sectors like healthcare, finance, and retail. AI engineers design algorithms and systems, while data
                        scientists extract insights from complex data. AI ethicists ensure responsible AI development. Robotics engineers
                        create AI-powered machines, and NLP specialists process human languages. These roles offer dynamic career paths
                        with significant growth prospects.

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