Aristo Pharmaceuticals Accounts Manager Interview Questions and Answers

Yes, I have system knowledge.

• I have experience working with various operating systems such as Windows, macOS, and Linux.

• I am familiar with different software applications and can troubleshoot common issues.

• I have a good understanding of computer networks and can configure routers and switches.

• I have knowledge of database management systems like MySQL and can write SQL queries.

• I am proficient in using productivity tools

Random forest is an ensemble learning method that builds multiple decision trees and merges them to improve accuracy and prevent overfitting.

• Random forest is a type of ensemble learning method.

• It builds multiple decision trees during training.

• Each tree is built using a subset of the training data and a random subset of features.

• The final prediction is made by averaging the predictions of all the individual trees.

• Random...read more

Boosting is a machine learning ensemble technique where multiple weak learners are combined to create a strong learner.

• Boosting is an iterative process where each weak learner is trained based on the errors of the previous learners.

• Examples of boosting algorithms include AdaBoost, Gradient Boosting, and XGBoost.

• Boosting is used to improve the accuracy of models and reduce bias and variance.