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
Question
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
Solution
Predictive Analytics and Prescriptive Analytics are two different aspects of data analytics.
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Predictive Analytics: This type of analytics is all about forecasting. It uses historical data and statistical algorithms to predict future events or trends. It answers the question of "what could happen in the future?" based on the data from the past. It does not tell us what to do about these future scenarios, but it gives us an idea of what to expect.
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Prescriptive Analytics: This type of analytics goes a step further. It not only predicts future scenarios but also suggests actions to take for optimal outcomes. It answers the question of "what should we do?" It uses a combination of techniques and tools such as business rules, algorithms, machine learning, and computational modelling procedures to suggest decision options.
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Examining the root causes of an event: This is more related to Descriptive Analytics, which looks at past data to understand what has happened and why. It involves a detailed data study to identify patterns and understand the reasons behind a particular outcome.
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Providing current data visualizations: This is a part of data representation, which can be a part of any type of analytics. It involves presenting data in a graphical or pictorial format so it can be easily understood. This can be used in Descriptive, Predictive, or Prescriptive Analytics to better understand the data and the insights derived from it.
Similar Questions
What is predictive analytics?
What is predictive analytics?Question 8Answera.Analysis that looks at historical data to understand what happened in the pastb.Analysis that forecasts future outcomes based on existing and historical data setsc.Analysis that generalizes data to recommend actionsd.Analysis that looks at existing data to determine trends and patterns in the workforce
Which type of analytics focuses on predicting future outcomes based on historical data and statistical models?(1 Point)a) Descriptive Analyticsb) Predictive Analyticsc) Prescriptive Analyticsd) Diagnostic Analytics
Problem statementSend feedbackUp to now, we have learned about descriptive analytics in detail. Now we are starting to learn what Predictive analytics is. Based on the introductory video provided on Predictive analytics, which of the following do you think are the differences between predictive analytics and descriptive analytics?
What is prescriptive analytics?Question 4Answera.Recommends why something happened based on analyzed datab.Provides a number of employees hired in a timeframec.Recommends possible hiring trends based on analyzed datad.Recommends multiple courses of action based on the analyzed data
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