Steps in the data mining process include the following (in sequence)
A) (identify opportunity), (collect data), (explore, understand and prepare data), (identify tasks and tools, (partition data), (build and evaluate models), (deploy models)
B) (identify opportunity), (collect data), (explore, understand and prepare data), (identify tasks and tools, (build and evaluate models), (deploy models)
C) (collect data), (explore, understand and prepare data), (identify tasks and tools, (partition data), (build and evaluate models), (deploy models)
D) (identify opportunity), (collect data), (identify tasks and tools, (partition data), (build and evaluate models), (deploy models)

Question

Quizplus · Accepted Answer

The correct sequence of steps in the data mining process is to first identify an opportunity, then collect data related to that opportunity. The collected data needs to be understood and prepared for data mining by exploring it thoroughly. Tasks and tools need to be identified to work with the data, followed by partitioning the data to make predictions more accurate. Next, models are built and evaluated before finally deploying them. Therefore, (A) is the correct choice with all the steps in the correct sequence.

Steps in the Data Mining Process Include the Following (In