Page 160 - AI Ver 3.0 Class 11
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He must be proficient in programming languages like Python and have experience with NLP libraries and frameworks
                        such as NLTK, SpaCy, or Transformers. Rajnish's expertise allows him to develop sophisticated NLP applications like
                        chatbots, sentiment analysis tools, and language translation systems, enhancing user interactions and experiences.

                     3.   Ankit is part of a cross-functional team working on a new AI product. He often collaborates with colleagues from
                        different departments, including marketing, development, and design. Ankit excels at bringing everyone together
                        to achieve a common goal, and his ability to work well with others is a key factor in the project's success. Which soft
                        skill is Ankit demonstrating in this scenario?
                   Ans.  Ankit  demonstrates  exemplary  teamwork  and  collaboration  skills  by  effectively  bridging  communication  gaps
                        between diverse teams working on the AI project. His ability to foster cooperation, resolve conflicts, and facilitate
                        productive  interactions  enables  the  cross-functional  team  to  work  cohesively  towards  shared  objectives.  Ankit
                        cultivates an inclusive and supportive environment where team members feel valued and motivated to contribute
                        their expertise. His leadership qualities empower individuals to leverage their strengths and overcome challenges
                        collectively, driving innovation and achieving project milestones. Ankit's adeptness at building relationships and
                        fostering teamwork is instrumental in the project's success and organisational growth.
                     4.   Deepali is an AI Ethicist at a prominent tech firm. Her role involves ensuring that the development and implementation
                        of AI technologies are conducted responsibly and ethically. Recently, she was part of a team that reviewed a new
                        facial  recognition  system  to  ensure  it  does  not  have  biases  against  certain  demographic  groups.  What  is  the
                        primary responsibility of Deepali’s job?

                   Ans.  As an AI Ethicist, Deepali plays a pivotal role in ensuring that AI technologies are developed and deployed ethically
                        and responsibly. Her primary responsibility involves evaluating the ethical implications of AI systems, identifying
                        potential biases or risks, and advocating for fair and transparent practices. Deepali collaborates with cross-functional
                        teams to integrate ethical considerations into the design, development, and implementation of AI technologies.
                        She conducts thorough assessments and audits to mitigate harm and promote ethical decision-making throughout
                        the AI lifecycle. Deepali's expertise in ethics, coupled with her technical acumen, helps foster trust, accountability,
                        and social responsibility in the AI industry, safeguarding against adverse impacts on individuals and society.
                     5.   Ratika is a team leader at a tech company working on an AI project. She is known for her ability to clearly explain
                        complex technical concepts to her team members, ensuring everyone understands their tasks and the project
                        goals. Ratika's excellent communication skills help her team work efficiently and collaboratively. Which soft skill is
                        Ratika demonstrating in her role as a team leader?
                   Ans.  Ratika's exceptional communication skills as a team leader enable her to convey complex technical concepts in
                        a  clear,  concise,  and  engaging  manner.  She  adeptly  translates  technical  jargon  into  understandable  language,
                        ensuring alignment, and comprehension among team members with diverse backgrounds and expertise. Ratika
                        fosters  open  dialogue,  active  listening,  and  constructive  feedback,  creating  a  supportive  environment  where
                        ideas are shared, questions are encouraged, and concerns are addressed. Her effective communication enhances
                        collaboration, problem-solving, and decision-making within the team, driving innovation and achieving project
                        objectives. Ratika's ability to articulate vision, goals, and expectations inspires confidence and unity, empowering
                        her team to overcome challenges and excel in their endeavours.
                       Assertion and Reasoning Questions:
                         Direction: Questions 6-8, consist of two statements – Assertion (A) and Reasoning (R). Answer these questions
                       by selecting the appropriate option given below:
                       a. Both A and R are true and R is the correct explanation of A.
                       b. Both A and R are true but R is not the correct explanation of A.
                       c. A is true but R is false.
                       d. A is false but R is true.

                     6.  Assertion (A): AI's application in industries like healthcare and finance has diversified career paths.
                       Reasoning (R):  The integration of AI-driven technologies such as predictive analytics and personalised medicine
                                     has created demand for professionals skilled in data science and machine learning.

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