Times Internet Data Research Analyst Interview Questions and Answers

The weight of an aircraft is crucial for its performance and safety.

• The weight of an aircraft includes the weight of the aircraft itself, fuel, passengers, cargo, and any other equipment on board.

• The weight of an aircraft is measured in pounds or kilograms.

• The weight of an aircraft affects its takeoff and landing performance, as well as its fuel efficiency and range.

• Aircraft manufacturers provide maximum takeoff and la...read more

SQL query to get top 100 Uber drivers by city

• Join drivers and users tables on city

• Aggregate driver ratings and count of rides

• Order by rating and count of rides

• Limit to top 100

Optimizing the listing of Restaurants on Swiggy involves using data-driven strategies to improve visibility, relevance, and user experience.

• Analyze user behavior and preferences to understand their needs and preferences

• Implement a ranking algorithm based on factors like ratings, reviews, popularity, and delivery time

• Optimize search functionality to ensure accurate and relevant results

• Collaborate with restaurants to imp...read more

Linear Regression is used for continuous data while Logistic Regression is used for categorical data.

• Linear Regression predicts continuous values while Logistic Regression predicts probabilities.

• Linear Regression uses a straight line to fit the data while Logistic Regression uses an S-shaped curve.

• Linear Regression uses Mean Squared Error as the cost function while Logistic Regression uses Log Loss.

• Linear Regression is...read more

Bias-Variance trade-off is the balance between overfitting and underfitting. High bias models are simple but inaccurate, low variance models are complex but overfit.

• Bias-Variance trade-off is a fundamental concept in machine learning.

• High bias models are simple and have low variance, but are inaccurate.

• Low bias models are complex and have high variance, but can overfit the data.

• Examples of high bias models are linear r...read more

Possible reasons for a car manufacturer's decline in profits by 40% year over year

• Decreased demand for cars due to economic downturn

• Increased competition from other car manufacturers

• Rising production costs and expenses

• Decline in consumer confidence and spending

• Changes in government regulations impacting the automotive industry

I would prioritize understanding the team's goals, processes, and tools to align my contributions effectively.

• Meet with my manager to discuss immediate priorities and expectations.

• Schedule one-on-one meetings with team members to understand their roles and challenges.

• Review existing documentation and reports to familiarize myself with ongoing projects.

• Identify key stakeholders and establish communication channels for c...read more

I plan to save a portion, invest in professional development, and treat myself to a small reward.

• Save a portion of the salary for future financial goals

• Invest in professional development such as courses or certifications

• Treat myself to a small reward or experience as a form of celebration

In my first job as a Business Analyst, I focused on gathering requirements, analyzing data, and supporting project management.

• Conducted stakeholder interviews to gather business requirements, ensuring alignment with project goals.

• Analyzed existing processes and identified areas for improvement, such as streamlining workflows to enhance efficiency.

• Created detailed documentation, including business requirement documents ...read more