You work as a data processing analyst at MDFT Pro, a well-known training agency that provides Microsoft certification courses. The academy is implementing a real-time analytics system to monitor student engagement and course progress as it happens during online training sessions.
Mark, the data engineering manager, wants to understand whether their stream processing solution can handle complex analytical tasks like predictive modeling, trend analysis, and comprehensive statistical calculations on the real-time student interaction data. Claire, the systems architect, needs to clarify the capabilities and limitations of stream processing to help plan their analytics architecture appropriately.
Can stream data perform complex analytics?
Choose the correct answer from the options below.
Explanations for each answer: