Strategies for Professional Growth · End Term · Sep 2024 · FN

Why is calculating Shapley values computationally expensive for models with a large number of features?

How would you articulate your primary purpose in life? Reflect on your answer using the top three levels of Maslow's hierarchy of needs. Explain these three levels in relation to your personal or professional life, providing appropriate reasoning for each. Answer in (100-150 words, 5 marks)

Mention any one systems thinking ‘habit’ and explain how it can improve decision-making in a professional context. Illustrate with an example. (Answer in 100-150 words, 5 marks)

Recall a time in your personal or professional life when you faced hardship or adversity. How did you overcome it, and what did you learn? Map your experience to the 4R strategy of the Growth Mindset. (Answer in 100-150 words, 5 marks)

Which of the following options best describes the following definition: “It is a collection of individuals who interact primarily to share information and to make decisions that enable each member to perform within his or her area of responsibility without synergy. As such, performance is the summation of each member’s individual contribution.”

Which of the following actions demonstrate active listening? 1. Paying attention 2. Avoiding distractions 3. Not assuming or interrupting 4. Recognizing non-verbal cues 5. Staying tuned in 6. Conveying meaning Select the correct answer using the codes given below:

Which of the following actions can help you connect with your audience while delivering a presentation? 1. Repeating a summary slide from a previous presentation 2. Separating facts from opinions 3. Pausing to enable decisions 4. Explaining what is being shown and how to understand it Select the correct answer from the options below:

Four team leads in an organization are working on different team projects as given below: 1. Srinivas makes decisions with little input from others, emphasizes a hierarchical structure with defined roles and responsibilities and creates a clear decision-making chain. 2. Shweta empowers individuals and is non-judgemental, encourages open communication, invites team members to share their ideas, and facilitates discussions to build consensus. 3. Subhas prefers to focus on long-term goals and motivates the team through inspirational speeches about achieving the company's vision. 4. Smrutishikta closely monitors the team's progress and makes decisions independently to ensure efficiency and quick results. Based on the description above, which of the individuals demonstrates the traits of a collaborative leader?

State whether the following statement is true or false: “Howard Gardner’s theory of multiple intelligences suggests that individuals posses different types of intelligences and these can be nurtured and developed through various experiences”

Ritik is a data engineer working in a company in India, a country known for its high-power- distance culture, and so is the workplace. Which of the following is most likely true about Ritik's workplace,considering Hofstede's cultural dimensions theory? 1. Negative feedback is openly conveyed to superiors. 2. Employees expect clear, top-down communication about their roles. 3. Communication tends to be indirect, with information flow being selective. Select the correct answer from the options below:

Consider the following statements regarding Creativity: 1. It is imagination put into action towards an end. 2. It involves not only the generation of ideas, but also the evaluation of them, and deciding which one is most desirable to be implemented. Which of the above statement(s) is/are correct?

Which of the following Engineering Sense concepts best describes the natural way of reducing risk while driving creativity and innovation, and testing the feasibility of a product or service?

Which of the following are effective methods of stress management? 1. Talking to a mental health counselor about the stress 2. Providing some downtime for yourself 3. Suppressing true feelings 4. Creating an emotional outlet Select the correct answer using the codes given below:

Which of the following types of inflation occurs when there is too much money chasing too few goods?

Consider your personal financial resources in the following forms: 1. Fixed-term deposits with the banks 2. Short-term savings in a savings account 3. Physical currency Arrange these assets in decreasing order of liquidity:

Consider the following statements regarding goal-setting for professional growth 1. If you set specific, measurable, achievable, relevant, and time-specific goals, you perform better than those with vague goals. 2. The easier your goals are higher the motivation. Which of the statement(s) given above is/are true?

Conflict Management Style: Conflict is inevitable in workplaces and, if resolved healthily, can foster growth. The Thomas–Kilmann Conflict Mode Instrument (TKI) helps assess and implement suitable responses to conflict, enhancing managerial effectiveness and business harmony. Identify the most appropriate conflict management style to use from the options given below: a. avoiding b. accommodating c. forcing d. negotiating e. collaborating

[Conflict Management Style] Subhojit, a young professional, encounters a conflict at his workplace. The issue, while causing minor discomfort, is relatively trivial and does not significantly impact the overall work environment. Moreover, Subhojit’s stake in the matter is not very high, and resolving it is not critical to his immediate goals. However, the person involved in the conflict is someone Subhojit values professionally and maintaining a positive relationship with them is crucial for his long-term career growth. Subhojit realizes that a direct confrontation might risk damaging this important relationship.

Conflict Management Style: Conflict is inevitable in workplaces and, if resolved healthily, can foster growth. The Thomas–Kilmann Conflict Mode Instrument (TKI) helps assess and implement suitable responses to conflict, enhancing managerial effectiveness and business harmony. Identify the most appropriate conflict management style to use from the options given below: a. avoiding b. accommodating c. forcing d. negotiating e. collaborating

[Conflict Management Style] Mannat is a team leader overseeing a critical project that requires an optimal solution to succeed. Recently, a conflict has arisen between two team members over how to approach a key aspect of the project. While the disagreement is significant, the team members are committed to the collective's success and willing to prioritize the shared goal over their personal preferences. Mannat recognizes the importance of resolving the conflict in a way that maintains strong working relationships within the team. Fortunately, there is sufficient time to address the issue thoughtfully without rushing to a decision.

Conflict Management Style: Conflict is inevitable in workplaces and, if resolved healthily, can foster growth. The Thomas–Kilmann Conflict Mode Instrument (TKI) helps assess and implement suitable responses to conflict, enhancing managerial effectiveness and business harmony. Identify the most appropriate conflict management style to use from the options given below: a. avoiding b. accommodating c. forcing d. negotiating e. collaborating

[Conflict Management Style] Vasu, the Executive Vice President of a company is faced with a conflict regarding an important issue that demands immediate resolution. The situation calls for an unpopular action to be implemented to address the matter effectively. While the decision may not be well-received, the commitment of others to the proposed course of action is not crucial for its successful execution. Also, maintaining relationships with those involved in the conflict is not a priority in this context. However, resolving the conflict is urgent, as delays could negatively impact the organization.

Conflict Management Style: Conflict is inevitable in workplaces and, if resolved healthily, can foster growth. The Thomas–Kilmann Conflict Mode Instrument (TKI) helps assess and implement suitable responses to conflict, enhancing managerial effectiveness and business harmony. Identify the most appropriate conflict management style to use from the options given below: a. avoiding b. accommodating c. forcing d. negotiating e. collaborating

[Conflict Management Style] Astha, a senior manager, faces a critical and complex issue with no clear solution involving multiple stakeholders. The involved parties hold equal power but favour different approaches. Astha must navigate the conflict to find a balanced and effective resolution.

Cultural Strategies: Understanding and recognizing cultural accommodation, acceptance, synergy, dominance and compromise is crucial in the workplace as it fosters effective cross-cultural communication, reduces conflicts, and enhances collaboration across cross-cultural teams. It enables employees to navigate cultural differences, creating a more inclusive and productive environment, ultimately leading to organizational success. Identify cultural strategies used in the given scenarios from the options below: a. Cultural Dominance b. Cultural Avoidance c. Cultural Compromise d. Cultural Accommodation e. Cultural Synergy Based on the above data, answer the given subquestions.

[Cultural Strategies] A US-based multinational acquires an Indian startup. It enforces its individualistic, results-driven management style, clashing with the startup’s collectivist, relationship-oriented work culture, causing employee frustration and declining team morale.

Cultural Strategies: Understanding and recognizing cultural accommodation, acceptance, synergy, dominance and compromise is crucial in the workplace as it fosters effective cross-cultural communication, reduces conflicts, and enhances collaboration across cross-cultural teams. It enables employees to navigate cultural differences, creating a more inclusive and productive environment, ultimately leading to organizational success. Identify cultural strategies used in the given scenarios from the options below: a. Cultural Dominance b. Cultural Avoidance c. Cultural Compromise d. Cultural Accommodation e. Cultural Synergy Based on the above data, answer the given subquestions.

[Cultural Strategies] Tejas, an Indian IT professional, was relocated to Germany. Understanding the importance of blending into the local culture, Tejas made a conscious effort to adapt to the German way of conducting business. By fully embracing the local work culture, including a direct communication style which is “honest, even if it hurts”, a practice unlikely in his own culture, Tejas gave his German counterparts a fair chance to learn from their mistakes.

Cultural Strategies: Understanding and recognizing cultural accommodation, acceptance, synergy, dominance and compromise is crucial in the workplace as it fosters effective cross-cultural communication, reduces conflicts, and enhances collaboration across cross-cultural teams. It enables employees to navigate cultural differences, creating a more inclusive and productive environment, ultimately leading to organizational success. Identify cultural strategies used in the given scenarios from the options below: a. Cultural Dominance b. Cultural Avoidance c. Cultural Compromise d. Cultural Accommodation e. Cultural Synergy Based on the above data, answer the given subquestions.

[Cultural Strategies] An international software project team, comprising engineers from India, Switzerland, and South Korea, faced the challenge of optimizing their workflow. Prachi, the Indian team lead, observed that the Swiss team, known for their precision, punctuality, and structured approach, excelled in meticulous planning and detail-oriented execution. Meanwhile, the South Korean team, characterized by their strong work ethic, dedication to innovation, and emphasis on collective achievement. Recognizing the unique strengths of each culture, Prachi proposed a new workflow that integrated the Swiss and South Korean approaches. Furthermore, she leveraged the inherent flexibility and adaptability of the Indian approach to effectively navigate unforeseen challenges.

Cultural Strategies: Understanding and recognizing cultural accommodation, acceptance, synergy, dominance and compromise is crucial in the workplace as it fosters effective cross-cultural communication, reduces conflicts, and enhances collaboration across cross-cultural teams. It enables employees to navigate cultural differences, creating a more inclusive and productive environment, ultimately leading to organizational success. Identify cultural strategies used in the given scenarios from the options below: a. Cultural Dominance b. Cultural Avoidance c. Cultural Compromise d. Cultural Accommodation e. Cultural Synergy Based on the above data, answer the given subquestions.

[Cultural Strategies] Vibhor, a young Indian administrative official working in Nepal, prioritized maintaining a strong relationship with clients operating in Nepal. He subtly addressed minor disagreements and allowed some issues to remain unresolved to preserve harmonious relations.