Gayatri Engineering Company Interview Questions and Answers

Regulatory reporting is the process of providing information to regulatory bodies. RWA is a measure of a bank's risk exposure.

• Regulatory reporting involves submitting data to regulatory bodies such as the SEC or FINRA.

• This data includes financial statements, risk assessments, and other information required by regulators.

• RWA stands for Risk Weighted Assets and is a measure of a bank's risk exposure.

• It is calculated by assigning a risk weight to each asset on a bank's balance s...read more

Linear regression is a statistical technique to model the relationship between a dependent variable and one or more independent variables.

• Linear regression is used to predict a continuous outcome variable based on one or more predictor variables.

• The cost function measures the difference between the predicted values and the actual values in linear regression.

• Ridge regression is a regularization technique that adds a penalty term to the cost function to prevent overfitting.

• Lass...read more

pop() removes and returns the last element of a list, while remove() removes the first occurrence of a specified value.

• pop() modifies the original list, while remove() only removes the specified value

• pop() requires an index as an argument, while remove() requires the value to be removed

• pop() returns the removed element, while remove() does not return anything

Shallow copy only copies the references of objects, while deep copy creates new copies of objects.

• Shallow copy creates a new object but does not create copies of nested objects.

• Deep copy creates new copies of all nested objects.

• Shallow copy is faster and more memory efficient, but changes to nested objects affect both copies.

• Deep copy is slower and uses more memory, but changes to nested objects do not affect the original object.

Mean is the average of a set of numbers, median is the middle value, and mode is the most frequently occurring value.

• Mean is calculated by summing all the values and dividing by the number of values.

• Median is the middle value when the numbers are arranged in ascending or descending order.

• Mode is the value that appears most frequently in the set of numbers.

• Mean is affected by outliers, while median and mode are not.

• For example, in the set of numbers [1, 2, 3, 4, 5], the mean i...read more