Business Intelligence, Analytics, Data Science, And AI
[Print Replica] Kindle Edition
By Ramesh Sharda, Dursun Delen ,Efraim Turban
All Chapters 1-11 | Verified Answers
,Table Of Contents
Chapter 1 An Overview Of Business Intelligence, Analytics, And Data Science ...................... 3
Chapter 2 Artificial Intelligence: Concepts, Drivers, Major Technologies, And Business
Applications28
Chapter 3 Descriptive Analytics I: Nature Of Data, Big Data, And Statistical Modeling ........ 60
Chapter 4 Descriptive Analytics II: Business Intelligence Data Warehousing, And
Visualization .............................................................................................................................. 91
Chapter 5 Predictive Analytics I: Data Mining Process, Methods, And Algorithms............. 129
Chapter 6 Predictive Analytics II: Text, Web, And Social Media Analytics........................... 166
Chapter 7 Deep Learning And Cognitive Computing ........................................................... 203
Chapter 8 Prescriptive Analytics: Optimization And Simulation.......................................... 238
Chapter 9 The Landscape Of Software Tools And Languages .............................................. 278
Chapter 10 New AI-Based Trends In Analytics And Data Science ...................................... 317
Chapter 11 Ethical, Privacy And Managerial Considerations In Analytics ......................... 356
,Chapter 1 An Overview Of Business Intelligence, Analytics, And Data
Science
1) Computerized Support Is Used For Organizational And Managerial Decisions That Are
Responses To External Pressures And To Take Advantage Of Market Opportunities.
Answer: TRUE
Diff: 1 Page Ref: 32
2) During The Early Days Of Analytics, Data Was Often Obtained From The Domain
Experts Using Manual Processes To Build Mathematical Or Knowledge-Based Models.
Answer: TRUE
Diff: 2 Page Ref: 56
3) Computer Applications Have Moved From Transaction Processing And Monitoring
Activities To Problem Analysis And Decision Support Applications.
Answer: TRUE
Diff: 1 Page Ref: 48
4) Business Intelligence Is A Specific Term That Describes A Variety Of Information
Technology And Data Capturing Focused System Architectures.
Answer: FALSE Diff: 2 Page Ref: 46
5) The Growth In Hardware, Software, And Network Capacities Were The Core Contributors
To The Proliferation Of Decision Support And Analytics Systems.
, Answer: FALSE
Diff: 2 Page Ref: 48
2
6) Managing Data Warehouses Requires Special Methods, Including Parallel And Cloud
Computing Along With Hadoop/Spark.
Answer: TRUE
Diff: 2 Page Ref: 49
7) Managing Information On Operations, Customers, Internal Procedures, And Employee
Interactions Is The Domain Of Cognitive Science.
Answer: FALSE Diff: 3 Page Ref: 49
8) Decision Support System (DSS), Analytics, And Management Information System (MIS)
Have Precise Definitions Agreed To By Most Practitioners.
Answer: FALSE Diff: 2 Page Ref: 55
9) Of All Analytics Types (I.E., Descriptive, Predictive, And Prescriptive), Data Mining Is Most
Closely Related To Predictive Analytics.
Answer: TRUE
Diff: 1 Page Ref: 65
10) Major Commercial Business Intelligence (BI) Products And Services Were Well
Established In The Early 1970s.