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10.  Which python-based package is used for scientific computing and advanced mathematical operations?
                        a.  NumPy                                      b.  SciPy
                        c.  TensorFlow                                 d.  Java
              B.   Fill in the blanks.
                   1.   AI professionals need to be proficient in using frameworks and libraries such as TensorFlow, SciPy, and
                                      .
                   2.   In the era of AI, important soft skills include problem-solving abilities, critical thinking, and effective
                                      .
                   3.   The field of            uses AI to develop algorithms for self-driving cars.
                   4.   Defence Contractor creates AI-enabled          .

                   5.                  is  a  news  platform  devoted  to  providing  analysis,  insight,  trends,  opinions,  and  the  latest
                       information about big data trends and solutions.

              C.   State whether the following statement is true or false.
                   1.   AI can only be applied in technical fields and has no impact on creative industries like media
                       and design.
                   2.   Data Scientists are responsible for analysing and interpreting complex data to derive insights
                       in AI projects.

                   3.   Shell scripting is an important skill for automating tasks and enhancing workflow efficiency
                       in AI development.

                   4.   There is no use of AI algorithms in financial sector.
                   5.   Communication skills are not important for AI professionals as their work is primarily technical.

                                                SECTION B (Subjective Type Questions)
              A.   Short answer type questions.
                   1.   List five common job roles in AI?
                   2.   Why is Python a popular programming language for AI development?

                   3.   What role does a Natural Language Processing (NLP) Specialist play in AI?
                   4.   What is KDnuggets?
                   5.   Mention some essential technical skills for an AI professional.

              B.   Long answer type questions.
                   1.   Discuss the role of AI in the financial services industry and its impact on operations and decision-making.
                   2.   Explain how AI can be used in the retail sector to enhance customer experiences and optimise business operations.

                   3.   Describe the potential applications of AI in the government and military sectors and their implications.

                   4.   Discuss the significance of base skills for career success in the era of AI.
                   5.   Examine the role of AI in shaping the future of agriculture and its potential impact on food security and sustainability.

              C.   Competency-based/Application-based questions:                          #Experiential Learning

                   1.   Akshat is a Machine Learning Engineer at a tech startup. His current project involves creating and training models
                       for a new AI application that predicts customer preferences and suggests products they might like based on their
                       browsing history. Which specific responsibility aligns with Akshat's job role?
                   2.   Trisha is a Robotics Engineer working at a company that develops AI-powered robots for industrial applications. She
                       is currently designing a robotic arm that can be used in manufacturing to perform precise and repetitive tasks with
                       high efficiency. What is Trisha's main role in her job?

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