BenchMark Quizzes by MDFT Pro

Determine If Batch Processing Supports Complex Analytics

You work as a data processing specialist at MDFT Pro, a well-known training agency that provides Microsoft certification courses. The academy collects vast amounts of student performance data, course completion rates, and assessment results that need to be analyzed to improve their training programs.

Mark, the analytics manager, wants to implement a data processing solution that can handle complex calculations like trend analysis, predictive modeling, and comprehensive reporting on student outcomes. Claire, the data architect, needs to determine whether batch processing can support these complex analytics requirements for their monthly and quarterly business intelligence reports.

Does batch processing support complex analytics?

Choose the correct answer from the options below.

Explanations for each answer:

Yes is correct. Batch processing supports complex analytics operations such as aggregations, statistical calculations, machine learning model training, and comprehensive data analysis that require processing large datasets over time.
No is incorrect. Batch processing does support complex analytics operations. It's specifically designed to handle computationally intensive tasks like aggregations, calculations, and data integrity checks by processing large datasets over time.
Only with real-time data is incorrect. Batch processing works with collected data over time, not real-time data. Complex analytics can be performed on historical data through batch processing.
Only simple calculations is incorrect. Batch processing can handle both simple calculations and complex analytics operations, making it suitable for sophisticated data analysis tasks.

Learn more about batch processing:

Batch Processing

Exam Preparation Quiz

Determine If Batch Processing Supports Complex Analytics