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Exam (elaborations)

MISY5370-Data Mining & Predictive Analytics Midterm questions with answers.

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MISY5370-Data Mining & Predictive Analytics Midterm questions with answers.

Institution
MISY 5370
Module
MISY 5370









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Institution
MISY 5370
Module
MISY 5370

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Uploaded on
October 18, 2025
Number of pages
15
Written in
2025/2026
Type
Exam (elaborations)
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MISY5370-Data Mining & Predictive |\ |\ |\ |\




Analytics Midterm questions with |\ |\ |\ |\




answers


Strategic Decision - CORRECT ANSWERS ✔✔a decision that
|\ |\ |\ |\ |\ |\ |\ |\


involves higher-level issues and that is concerned with the overall
|\ |\ |\ |\ |\ |\ |\ |\ |\


direction of the organization, defining the overarching goals and
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\


aspirations for the organization's future
|\ |\ |\ |\




Tactical decision - CORRECT ANSWERS ✔✔a decision concerned
|\ |\ |\ |\ |\ |\ |\ |\


with how the organization should achieve the goals and
|\ |\ |\ |\ |\ |\ |\ |\ |\


objectives set by its strategy |\ |\ |\ |\




Operational Decision - CORRECT ANSWERS ✔✔a decision
|\ |\ |\ |\ |\ |\ |\


concerned with how the organization is the run from day to day
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\




Business Analytics - CORRECT ANSWERS ✔✔the scientific process
|\ |\ |\ |\ |\ |\ |\


of transforming data into insight for making better decisions
|\ |\ |\ |\ |\ |\ |\ |\ |\




descriptive analytics - CORRECT ANSWERS ✔✔analytical tools
|\ |\ |\ |\ |\ |\ |\


that describe what has happened
|\ |\ |\ |\




data query - CORRECT ANSWERS ✔✔a request for information
|\ |\ |\ |\ |\ |\ |\ |\ |\


with certain characteristics from a database
|\ |\ |\ |\ |\

, data dashboard - CORRECT ANSWERS ✔✔a collection of tables,
|\ |\ |\ |\ |\ |\ |\ |\ |\


charts, and maps to help management monitor selected aspects
|\ |\ |\ |\ |\ |\ |\ |\ |\


of the company's performance
|\ |\ |\




predictive analytics - CORRECT ANSWERS ✔✔techniques that use
|\ |\ |\ |\ |\ |\ |\


models constructed from past data to predict the future or to
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\


ascertain the impact of one variable on another
|\ |\ |\ |\ |\ |\ |\




data mining - CORRECT ANSWERS ✔✔techniques used to find
|\ |\ |\ |\ |\ |\ |\ |\ |\


patterns or relationships among elements of the data in a large
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\


database


simulation - CORRECT ANSWERS ✔✔the use of probability and
|\ |\ |\ |\ |\ |\ |\ |\ |\


statistics to construct a computer model to study the impact of
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\


uncertainty on the decision at hand |\ |\ |\ |\ |\




Prescriptive analytics - CORRECT ANSWERS ✔✔techniques that
|\ |\ |\ |\ |\ |\ |\


take input data and yield a best course of action
|\ |\ |\ |\ |\ |\ |\ |\ |\




optimization model - CORRECT ANSWERS ✔✔a mathematical |\ |\ |\ |\ |\ |\ |\


model that gives the best decision, subject to the simulation's
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\


constraints


simulation optimization - CORRECT ANSWERS ✔✔the use of
|\ |\ |\ |\ |\ |\ |\ |\


probability and statistics to model uncertainty, coalyimbined with
|\ |\ |\ |\ |\ |\ |\


optimization techniques , to find good decisions in highly
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\


complex and highly uncertain settings
|\ |\ |\ |\

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