Designing an Azure Data Solution (legacy) — Question 1

You are designing a solution for a company. The solution will use model training for objective classification.
You need to design the solution.
What should you recommend?

Answer options

• A. an Azure Cognitive Services application
• B. a Spark Streaming job
• C. interactive Spark queries
• D. Power BI models
• E. a Spark application that uses Spark MLib.

Correct answer: E

Explanation

The correct answer is E because Spark MLib is specifically designed for machine learning tasks, including model training and classification. Options A and D are more suited for data processing and visualization rather than model training, while B and C focus on streaming and querying rather than the comprehensive model training needed for objective classification.