Q 1. You want to setup a compute environment for your experiment using ML. You want to use ML to avail its REST API capabilities with authentication, load balancing, automatic scale-out and encryption features. Which tool in ML Model Management provides this?
You have a dataset which is very biased towards one class (majority), 99% of the data is for class 1 and 1% data is for class2. You want to perform the classification task and remove the bias from the data. What should you do?
A) Perform oversampling for minority class (SMOTE)
B) Perform undersampling for majority class
C) Perform undersampling for minority class
D) Perform oversampling for majority class