LatentView Analytics Analytics Consultant Interview Questions and Answers

Random Forest and XGBoost are both ensemble learning algorithms used for classification and regression tasks.

• Random Forest is a bagging algorithm that builds multiple decision trees and combines their outputs to make a final prediction.

• XGBoost is a boosting algorithm that builds decision trees sequentially, with each tree correcting the errors of the previous one.

• Random Forest is less prone to overfitting and can handl...read more

Random Forest is an ensemble of Decision Trees that improves accuracy and reduces overfitting.

• Decision Trees are simple and easy to interpret, but prone to overfitting.

• Random Forest combines multiple Decision Trees to reduce overfitting and improve accuracy.

• Random Forest can handle missing values and outliers better than Decision Trees.

• Decision Trees are faster to train and predict than Random Forest.

• Random Forest is s...read more

Estimate the number of bridal dresses sold in a year in x country.

• Research the population of x country and the average age of marriage

• Find out the percentage of marriages that take place in x country

• Determine the average cost of a bridal dress and the percentage of brides who buy a dress

• Use industry reports and sales data from bridal dress retailers in x country

• Consider seasonal trends and cultural traditions that may

I did not take the GRE exam.

• I did not apply for a program that required GRE scores.

• My focus was on gaining practical experience through internships and projects.

• I have excelled in my academic and professional pursuits without a GRE score.

CAT was challenging but I managed to do well.

• CAT was a difficult exam but I prepared well for it.

• I had to manage my time effectively during the exam.

• I am confident that I did well in the exam.

• The exam tested my analytical and problem-solving skills.

• Overall, I am satisfied with my performance in CAT.

I am committed to gaining practical experience and contributing to the growth of the company.

• I believe that practical experience is just as valuable as academic knowledge

• I am excited about the opportunity to contribute to the growth of the company

• I am committed to continuously learning and improving my skills through on-the-job training and professional development programs