BUSINESS ANALYTICS THE ART OF
MODELING WITH SPREADSHEETS
COMPREHENSIVE EXAM SCRIPT VERIFIED
QUESTIONS AND SOLUTIONS GRADED
APLUS
●● What traditional name is often used for management science?
Answer: Operations research.
●● What is the primary focus of business analytics?
Answer: Transforming data into insights for better business decisions.
●● What has contributed to the prominence of business analytics in
recent years?
Answer: The era of big data, which provides massive amounts of data
and computational power.
●● What are the three categories of analytics?
Answer: Descriptive Analytics, Predictive Analytics, and Prescriptive
Analytics.
●● What is the purpose of descriptive analytics?
, Answer: To explore data, extract relevant information, and identify
patterns using data visualization.
●● What does predictive analytics involve?
Answer: Applying statistical models to predict future events or trends.
●● What is prescriptive analytics?
Answer: Applying decision models to prescribe actions based on data.
●● What is data science?
Answer: An interdisciplinary field that uses scientific methods to extract
knowledge from data.
●● What is the goal of machine learning?
Answer: To allow computers to learn from historical data to make data-
driven predictions.
●● How is artificial intelligence (AI) related to machine learning (ML)?
Answer: AI aims to build intelligent systems that simulate human
thinking, while ML is a subset of AI focused on learning from data.
●● What is the relationship between management science and business
analytics?
MODELING WITH SPREADSHEETS
COMPREHENSIVE EXAM SCRIPT VERIFIED
QUESTIONS AND SOLUTIONS GRADED
APLUS
●● What traditional name is often used for management science?
Answer: Operations research.
●● What is the primary focus of business analytics?
Answer: Transforming data into insights for better business decisions.
●● What has contributed to the prominence of business analytics in
recent years?
Answer: The era of big data, which provides massive amounts of data
and computational power.
●● What are the three categories of analytics?
Answer: Descriptive Analytics, Predictive Analytics, and Prescriptive
Analytics.
●● What is the purpose of descriptive analytics?
, Answer: To explore data, extract relevant information, and identify
patterns using data visualization.
●● What does predictive analytics involve?
Answer: Applying statistical models to predict future events or trends.
●● What is prescriptive analytics?
Answer: Applying decision models to prescribe actions based on data.
●● What is data science?
Answer: An interdisciplinary field that uses scientific methods to extract
knowledge from data.
●● What is the goal of machine learning?
Answer: To allow computers to learn from historical data to make data-
driven predictions.
●● How is artificial intelligence (AI) related to machine learning (ML)?
Answer: AI aims to build intelligent systems that simulate human
thinking, while ML is a subset of AI focused on learning from data.
●● What is the relationship between management science and business
analytics?
