S.R.Batliboi & Co. Interview Questions, Process, and Tips

I have worked with a diverse range of clients including small businesses, multinational corporations, and non-profit organizations.

• Small businesses

• Multinational corporations

• Non-profit organizations

Challenges faced during audit included managing tight deadlines, dealing with uncooperative clients, and interpreting complex regulations.

• Managing tight deadlines for completing audit tasks

• Dealing with uncooperative clients who were hesitant to provide necessary information

• Interpreting complex regulations and ensuring compliance with them

• Balancing multiple audit projects simultaneously

Logistic regression is used for classification while linear regression is used for regression. Threshold is decided based on the problem.

• Logistic regression predicts the probability of an event occurring, while linear regression predicts a continuous outcome.

• Logistic regression uses a sigmoid function to map the predicted values between 0 and 1.

• Linear regression uses a linear equation to model the relationship between ...read more

The evaluation metric for a problem is decided based on the specific goals and requirements of the problem.

• Consider the problem's objective: classification, regression, clustering, etc.

• Understand the business or research context to determine the most relevant metric.

• Evaluate the metric's suitability: sensitivity to class imbalance, interpretability, etc.

• Choose a metric that aligns with the problem's priorities and cons...read more