How does decision optimization in prescriptive analytics help businesses? A. It provides an overview of past decisions. B. It suggests optimal resource allocation to achieve maximum profitability. C. It predicts future customer behaviors. D. It simply identifies business risks.
Question
How does decision optimization in prescriptive analytics help businesses? A. It provides an overview of past decisions. B. It suggests optimal resource allocation to achieve maximum profitability. C. It predicts future customer behaviors. D. It simply identifies business risks.
Solution
Decision optimization in prescriptive analytics helps businesses primarily through option B. It suggests optimal resource allocation to achieve maximum profitability. This is done by using mathematical and computational sciences to suggest the best course of action for a given complex scenario. It takes into consideration all the different constraints and objectives of the business to provide the most beneficial decision.
While options A, C, and D are important aspects of business analytics, they are not directly related to decision optimization in prescriptive analytics. Option A refers to descriptive analytics, which analyzes historical data to provide an overview of past decisions. Option C refers to predictive analytics, which uses statistical models and forecasting techniques to understand the future. Option D is a part of risk management, which identifies and assesses business risks.
Similar Questions
What is prescriptive analytics?Question 1Answera.Provides a number of employees hired in a timeframeb.Recommends multiple courses of action based on the analyzed datac.Recommends possible hiring trends based on analyzed datad.Recommends why something happened based on analyzed data
What is the main goal of Prescriptive Analytics?Diagnosing past failures.Understanding data patterns.Recommending actions to achieve desired outcomes.Predicting the stock market
What is prescriptive analytics?
Which of the following statements about Prescriptive Analytics is FALSE?Select one:a. It provides recommendations for future actions.b. It can be used to optimize engineering processes.c. It relies on historical data and models.d. It is mainly used for summarizing past performance.
How does Predictive Analytics differ from Prescriptive Analytics?It tells what will happen in the future.It suggests ways to handle a possible future scenario.It examines the root causes of an event.It provides current data visualizations
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