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Material
Test Bank For Business Intelligence, Analytics,
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Data Science, and AI, 5th Edition by Ramesh
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mSharda, Dursun Delen, Efraim Turban Chapter m m m m m
1-11 All Included Latest Update m m m m m
Contents
Chapter 1 An Overview of Business Intelligence, Analytics, and Data Science......................................... 2
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Chapter 2 Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications .... 30
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Chapter 3 Descriptive Analytics I: Nature of Data, Big Data, and Statistical Modeling .......................... 59
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Chapter 4 Descriptive Analytics II: Business Intelligence Data Warehousing, and Visualization ............ 91
m m m m m m m m m m
Chapter 5 Predictive Analytics I: Data Mining Process, Methods, and Algorithms............................... 123
m m m m m m m m m m
Chapter 6 Predictive Analytics II: Text, Web, and Social Media Analytics ............................................. 155
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Chapter 7 Deep Learning and Cognitive Computing .............................................................................. 185
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Chapter 8 Prescriptive Analytics: Optimization and Simulation.............................................................. 215
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Chapter 9 The Landscape of Software Tools and Languages ................................................................. 247
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Chapter 10 New AI-Based Trends in Analytics and Data Science .......................................................... 278
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Chapter 11 Ethical, Privacy and Managerial Considerations in Analytics .............................................. 311
m m m m m m m m
1
Copyright © 2024 Pearson Education Ltd.
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Material
Chapter 1 An Overview of Business Intelligence,
m m m m m
Analytics, and Data Science
m m m m
1) Computerized support is used for organizational and managerial decisions
m m m m m m m m
that are responses to external pressures and to take advantage of market
m m m m m m m m m m m m
opportunities. Answer: TRUE
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Diff: 1 Page Ref: 32
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2) During the early days of analytics, data was often obtained from the domain
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experts using manual processes to build mathematical or knowledge-based
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models. Answer: TRUE
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Diff: 2 Page Ref: 56
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3) Computer applications have moved from transaction processing and
m m m m m m m
monitoring activities to problem analysis and decision support applications.
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Answer: TRUE m
Diff: 1 Page Ref: 48
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4) Business intelligence is a specific term that describes a variety of
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information technology and data capturing focused system architectures.
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Answer: FALSE m
Diff: 2 Page Ref: 46
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5) The growth in hardware, software, and network capacities were the
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core contributors to the proliferation of decision support and analytics
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systems. Answer: FALSE
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Diff: 2 Page Ref: 48
m m m
2
Copyright © 2024 Pearson Education Ltd.
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Downloaded mby: msafiyanrahim m| Want mto mearn
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Distribution of this document is illegal extra per year?
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Material
6) Managing data warehouses requires special methods, including parallel
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and cloud computing along with Hadoop/Spark.
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Answer: TRUE m
Diff: 2 Page Ref: 49
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7) Managing information on operations, customers, internal procedures,
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and employee interactions is the domain of cognitive science.
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Answer: FALSE m
Diff: 3 Page Ref: 49
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8) Decision support system (DSS), analytics, and management information
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system (MIS) have precise definitions agreed to by most practitioners.
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Answer: FALSE m
Diff: 2 Page Ref: 55
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9) Of all analytics types (i.e., descriptive, predictive, and prescriptive), data
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mining is most closely related to predictive analytics.
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Answer: TRUE m
Diff: 1 Page Ref: 65
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10) Major commercial business intelligence (BI) products and services were
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well established in the early 1970s.
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Answer: FALSE m
Diff: 2 Page Ref: 55
m m m m
11) Information systems that support such transactions as ATM withdrawals,
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bank deposits, and cash register scans at the grocery store represent online
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transaction
m
3
Copyright © 2024 Pearson Education Ltd.
m m m m m
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?
, Stuvia.com m- mThe mMarketplace mto mBuy mand mSell myour mStudy
Material
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?
Material
Test Bank For Business Intelligence, Analytics,
m m m m m
Data Science, and AI, 5th Edition by Ramesh
m m m m m m m m
mSharda, Dursun Delen, Efraim Turban Chapter m m m m m
1-11 All Included Latest Update m m m m m
Contents
Chapter 1 An Overview of Business Intelligence, Analytics, and Data Science......................................... 2
m m m m m m m m m m
Chapter 2 Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications .... 30
m m m m m m m m m m
Chapter 3 Descriptive Analytics I: Nature of Data, Big Data, and Statistical Modeling .......................... 59
m m m m m m m m m m m m
Chapter 4 Descriptive Analytics II: Business Intelligence Data Warehousing, and Visualization ............ 91
m m m m m m m m m m
Chapter 5 Predictive Analytics I: Data Mining Process, Methods, and Algorithms............................... 123
m m m m m m m m m m
Chapter 6 Predictive Analytics II: Text, Web, and Social Media Analytics ............................................. 155
m m m m m m m m m m
Chapter 7 Deep Learning and Cognitive Computing .............................................................................. 185
m m m m m m
Chapter 8 Prescriptive Analytics: Optimization and Simulation.............................................................. 215
m m m m m m
Chapter 9 The Landscape of Software Tools and Languages ................................................................. 247
m m m m m m m m
Chapter 10 New AI-Based Trends in Analytics and Data Science .......................................................... 278
m m m m m m m m m
Chapter 11 Ethical, Privacy and Managerial Considerations in Analytics .............................................. 311
m m m m m m m m
1
Copyright © 2024 Pearson Education Ltd.
m m m m m
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?
, Stuvia.com m- mThe mMarketplace mto mBuy mand mSell myour mStudy
Material
Chapter 1 An Overview of Business Intelligence,
m m m m m
Analytics, and Data Science
m m m m
1) Computerized support is used for organizational and managerial decisions
m m m m m m m m
that are responses to external pressures and to take advantage of market
m m m m m m m m m m m m
opportunities. Answer: TRUE
m m m
Diff: 1 Page Ref: 32
m m m
2) During the early days of analytics, data was often obtained from the domain
m m m m m m m m m m m m
experts using manual processes to build mathematical or knowledge-based
m m m m m m m m m
models. Answer: TRUE
m m m
Diff: 2 Page Ref: 56
m m m
3) Computer applications have moved from transaction processing and
m m m m m m m
monitoring activities to problem analysis and decision support applications.
m m m m m m m m m
Answer: TRUE m
Diff: 1 Page Ref: 48
m m m
4) Business intelligence is a specific term that describes a variety of
m m m m m m m m m m
information technology and data capturing focused system architectures.
m m m m m m m m
Answer: FALSE m
Diff: 2 Page Ref: 46
m m m m
5) The growth in hardware, software, and network capacities were the
m m m m m m m m m
core contributors to the proliferation of decision support and analytics
m m m m m m m m m m
systems. Answer: FALSE
m m m
Diff: 2 Page Ref: 48
m m m
2
Copyright © 2024 Pearson Education Ltd.
m m m m m
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?
, Stuvia.com m- mThe mMarketplace mto mBuy mand mSell myour mStudy
Material
6) Managing data warehouses requires special methods, including parallel
m m m m m m m
and cloud computing along with Hadoop/Spark.
m m m m m m
Answer: TRUE m
Diff: 2 Page Ref: 49
m m m
7) Managing information on operations, customers, internal procedures,
m m m m m m
and employee interactions is the domain of cognitive science.
m m m m m m m m m
Answer: FALSE m
Diff: 3 Page Ref: 49
m m m m
8) Decision support system (DSS), analytics, and management information
m m m m m m m
system (MIS) have precise definitions agreed to by most practitioners.
m m m m m m m m m m
Answer: FALSE m
Diff: 2 Page Ref: 55
m m m m
9) Of all analytics types (i.e., descriptive, predictive, and prescriptive), data
m m m m m m m m m
mining is most closely related to predictive analytics.
m m m m m m m m
Answer: TRUE m
Diff: 1 Page Ref: 65
m m m
10) Major commercial business intelligence (BI) products and services were
m m m m m m m m
well established in the early 1970s.
m m m m m m
Answer: FALSE m
Diff: 2 Page Ref: 55
m m m m
11) Information systems that support such transactions as ATM withdrawals,
m m m m m m m m
bank deposits, and cash register scans at the grocery store represent online
m m m m m m m m m m m m
transaction
m
3
Copyright © 2024 Pearson Education Ltd.
m m m m m
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?
, Stuvia.com m- mThe mMarketplace mto mBuy mand mSell myour mStudy
Material
Downloaded mby: msafiyanrahim m| Want mto mearn
m$1.236
Distribution of this document is illegal extra per year?