BUAL-5650 Exam 3

According to location-based analytics taxonomy, examining geographic site locations is a kind of consumer-oriented analytics.

False

Alteryx Designer, the main development tool for Alteryx analytics platform, is an easy to use, free and open-source tool that allows quick and easy creation of workflow type analytics solutions.

False

Analysis of surveillance images coupled with facial recognition technologies help track all subjects of interest without jeopardizing privacy.

False

As intelligent systems are implemented in an organization, managers tend to have an increased reliance on experts and analysts as decisions are made.

False

Because Elon Musk represents a dystopian view of AI, he refuses to invest in any AI research.

False

Data-oriented cloud systems are immune to some of the issues that local systems are usually subject to such as data security and governance.

False

In academia, analytics courses allocate sufficient time and coverage for the deployment of the solution/model phase.

False

In the opening vignette, Discover Foods chooses linear regression over LSTM because the performance of linear regression was on par with the LSTM type deep learning model.

False

It is considered a success tip to put technology teams in charge of intelligent technologies.

False

Orange is a visual analytics tool that allows for model development locally and solution deployment on the server/cloud.

False

R is one of the most popular visual, workflow type analytics tools.

False

Recently, we have been witnessing raising interest in commercial, proprietary analytics software tools.

False

The public's right to know is not superior to the individual's right to privacy.

False

The tutorial provided to showcase the capabilities of Orange analytics tool was all about predicting the financial success of movies.

False

Virtualization in cloud computing is the creation of an exact local replica of a computational resource such as an operating system.

False

Weka is a free and open-source data mining tool originally developed and distributed by the Apache Software Foundation.

False

________ is a cloud-based business intelligence tool offered by Amazon which helps end users to analyze and create customized visualizations. a) Amazon QuickSight b) Amazon AWS c) Amazon OpenShift d) Amazon Beanstalk

a) Amazon QuickSight

Which of the following is not among the jobs that have already been replaced (at least partially) by intelligent systems? a) Audiologists b) Financial analysts and advisors c) Sports reporters d) Online marketers

a) Audiologists

________ is a style of computing in which dynamically scalable and often virtualized resources are provided over the Internet. a) Cloud computing b) Quantum computing c) Web-based computing d) Edge computing

a) Cloud computing

Which of the following is the strategic issue, which often known referred to as the need for a "fabric" and connectivity? a) Connection of the silos of data b) Organizational alignment c) Privacy d) Security

a) Connection of the silos of data

Which of the following is not among the popular GIS-based location analytics application areas? a) Customer churn analysis b) Agricultural analytics c) Disease spread prediction d) Crime analytics

a) Customer churn analysis

Which of following is not among the AI applications to the legal profession? a) Deciding on the outcome of the complex litigations b) Providing legal advice to consumers c) Analyzing data concerning regulatory conflicts to detect pattern d) Predicting results (e.g., likelihood to win)

a) Deciding on the outcome of the complex litigations

All of the following are correct statements about IoT, except? a) Each thing communicates over the local area network (LAN) b) Large numbers of objects (things) can be connected c) Each thing has a unique definition (IP address) d) Each thing has the ability to receive, send, and store data automatically

a) Each thing communicates over the local area network (LAN)

Strategy cycle about IoT implementation as proposed by SAS includes all of the following steps, except? a) Establish data access and privacy handling standards b) Continues improvement closes the loop c) Express an analytic strategy d) Evaluate the needs for edge analytics

a) Establish data access and privacy handling standards

________ refers to a computerized network that connects many objects (people, animals, devices, sensors, buildings, items) each with an embedded microprocessor. a) IoT b) GIS c) GPU d) Wi-Fi

a) IoT

Which of the following is not true about R analytics tool? a) It is a server-based analytics platform b) It is a free tool that comes with a rich collection of functions and libraries c) It is a high-level programming language d) It is open source

a) It is a server-based analytics platform

All of the following are the issues raised about implementation of autonomous cars, except? a) Lack of smart roads and infrastructure b) Cost of real-time 3D map technologies c) Transmission delays in IoT connectivity d) Old habits die hard — cultural barriers

a) Lack of smart roads and infrastructure

According to Garner's Magic Quadrant, which of the following is among the visionaries in advanced analytics platforms? a) Microsoft b) Dell c) SAS d) IBM

a) Microsoft

Which of the following is not among the promising applications of analytics as a service (AaaS)? a) Multi-faceted gene sequencing b) Large-scale optimization c) Data and text mining d) Complex multicriteria decision problems

a) Multi-faceted gene sequencing

In the opening vignette, which of the following machine learning methods is not used for the prediction models for food safety? a) Naïve Bayes (NB) b) K-nearest neighbor (KNN) c) Support vector machines (SVM) d) Long-short term memory (LSTM)

a) Naïve Bayes (NB)

Which of the following is not a true statement about the privacy and privacy related issues? a) Privacy issues are getting less attention as the data collection methods are automated b) Privacy has long been related to legal, ethical, and social issues c) Privacy means different things to different people d) Privacy is the right to be left alone and be free from unreasonable personal intrusions

a) Privacy issues are getting less attention as the data collection methods are automated

Which of the following is the major advantage of cloud analytics? a) Rapid diffusion of advanced analysis tools among the users b) Enhanced control over privacy c) Prevention of hardware failure d) Avoidance of data loss and leakage

a) Rapid diffusion of advanced analysis tools among the users

A new technology which reduces the workloads of the employees by automating the repetitive, high-volume steps in processes is called ________. a) Robotic process automation (RPA) b) Virtual reality (VR) c) Augmented reality (AR) d) Massively parallel processing (MPP)

a) Robotic process automation (RPA)

Who owns (or perhaps more properly, who should own) one's private data? a) Self b) Application c) Network provider d) Government

a) Self

The function and procedure that comes with R can be written in which of the following programming languages? a) FORTRAN b) All of the other answers are true c) R d) C++

b) All of the other answers are true

Which of the following is a prime example for Desktop as a Service? a) Microsoft Azure b) Amazon WorkSpace c) Google Cloud d) IBM DeepBlue

b) Amazon WorkSpace

________ was originally developed by Google and designed to make Python programming easy for teams on a server environment. a) Jupiter notebook b) Colab c) PyCharm d) Spyder

b) Colab

Which of the following is not among the advanced that help in popularization of consumer facing image analytics applications? a) Deep learning b) Edge computing c) High-resolution cameras d) Storage capacities

b) Edge computing

In the opening vignettes, which of the following was one the key objectives to achieve? a) Better forecast the customer demand for planning b) Help and train employees to become citizen data scientists c) Improve the accuracy of fraud detection models d) Develop the most accurate customer churn models

b) Help and train employees to become citizen data scientists

Which of the following is not among the intelligent system deployment topics related to deployment strategy? a) How to decide whether to do it yourself or use partners, or to outsource b) How to arrange replacement of people with robot teams c) How to justify investments in intelligent projects d) How to overcome employees' resistance (e.g., fear of job loss)

b) How to arrange replacement of people with robot teams

Which of the following is not true about RapidMiner analytics software? a) It employs a visual workflow design interface b) It is completely free and open source c) It is origin is called YALE (yet another learning environment) d) It is developed by a group of researchers in one of the universities in Europe

b) It is completely free and open source

________ is a visual analytics tool originally developed to be used in pharmaceutical analytics research and then quickly evolved into a generic data science platform. a) RapidMiner b) KNIME c) Orange d) Python

b) KNIME

In the opening vignette, in the end, which model type produced the best prediction, especially for outliers? a) Naïve Bayes (NB) b) Long-short term memory (LSTM) c) Support vector machines (SVM) d) K-nearest neighbor (KNN)

b) Long-short term memory (LSTM)

Which of the following is a prime example for Desktop as a Service? a) IBM DeepBlue b) Microsoft Azure c) Amazon WorkSpace d) Google Cloud

b) Microsoft Azure

Which step of the intelligent systems implementation process needs to provide the business case for intelligent systems? a) System acquisition b) Need assessment c) Preparations d) System development

b) Need assessment

Which of the following is not among the reporting outputs of the Orange tutorial? a) Trend analysis b) Prediction accuracies c) Topic-term visualizations d) List of topic and terms

b) Prediction accuracies

________ is the right to be left alone and the right to be free from unreasonable personal intrusions. a) Accountability b) Privacy c) Freedom of speech d) Security

b) Privacy

Which of the following is not among the trends from where cloud computing is believed to be originated? a) Utility computing b) Quantum computing c) Application service provider d) Software as a service

b) Quantum computing

The first step in the strategy to turning industrial IoT into competitive advantage is ________. a) Select appropriate analytics solutions b) Specify the business goals c) Evaluate the needs for edge analytics d) Express an analytic strategy

b) Specify the business goals

Which of the following jobs are at high risk of being replaced by intelligent systems? a) Audiologists b) Tax preparers c) Emergency management directors d) First-Line supervisors of firefighting and prevention workers

b) Tax preparers

Which of the following is not among the data mining tasks supported by Weka? a) Classification b) Text mining c) Descriptive statistics d) Data visualization

b) Text mining

With ________ any business process can access data wherever it resides. a) Information as a service b) Integration as a service c) Data as a service d) Infrastructure as a service

c) Data as a service

Mr. Smith, an experienced MIS developer attempted to implement an AI system for his company. The planning and implementation failed due to the frequent use of large data sources which were outside of Mr. Smith's past experience. What system development implementation issue does this align with? a) Learning from data b) No clear view of how insights are generated c) Development approach d) Experiential learning theory

c) Development approach

Which of the following is not one of the technologies that modern consumer devices use to transmit their locations information to be used in real-time location intelligence? a) GPS b) Cell tower triangulation c) GIS d) Wi-Fi

c) GIS

Several companies offer cloud-computing services; which of the following is not one of them? a) Adobe b) Salesforce c) Gartner d) Microsoft

c) Gartner

Which of the following is not a way to leverage intelligent systems and business? a) Customize the customer experience b) Use intelligent technologies to detect problems c) Increase price to account for development expenses d) Increase customer engagement

c) Increase price to account for development expenses

Which of the following is not a true statement about JMP Pro analytics software? a) It can perform statistics, data mining, as well as text mining tasks b) It is a commercial and proprietary tool c) It employs a visual workflow type user interface d) It is owned by SAS

c) It employs a visual workflow type user interface

________ is the public repository for the KNIME community where users share nodes, components, and workflows with others. a) KNIME Workflow Coach b) KNIME Forum c) KNME Hub d) KNIME Node Repository

c) KNIME Hub

According to Cloud Security Alliance, which of the following is not among the top security threats in the cloud? a) Data loss and leakage b) Insecure interface c) Loss of control and privacy d) Hardware failure of equipment

c) Loss of control and privacy

It is a type of virtualization where available bandwidth is split into channels, which disguises complexity of the network by dividing it into manageable parts. a) Storage virtualization b) Data virtualization c) Network virtualization d) Server virtualization

c) Network virtualization

Which of the following analytics related tasks R is not a good tool to use? a) Data visualization b) Machine learning c) Project management d) Descriptive statistics

c) Project management

Popular open-source visual analytics tools include all of the following, except? a) RapidMiner b) Orange c) Python d) KNIME

c) Python

________ is a visual data mining tool that can be instantiated, launched, and used from within R environment. a) Orange b) JMP c) Rattle d) Weka

c) Rattle

Which of the following is among the epistemic principles of AI? a) Lawfulness and compliance b) Accountability c) Reliability, robustness, and security d) Human agency

c) Reliability, robustness, and security

In Python, the most popular library used for machine learning is called ________. a) Traintest b) Maclearn c) Sklearn d) Statquest

c) Sklearn

Which of the following refers to the workplace analytics? a) Automation of the work being done b) Auto guiding employees to the tasks to be performed c) Using sensor-embedded badges to track employees d) Using predictive analytics to assess completion times

c) Using sensor-embedded badges to track employees

With respect to legal issues related to intelligence system, all of the following questions are valid and important, except? a) Will the software developers of intelligent systems be jointly liable? b) Who is liable if an enterprise finds itself bankrupt as a result of using the advice of an AI-based application? c) Will the person who executed the intelligent systems be liable for the adverse outcomes? d) Will auditing/accounting firms share the liability for failing to apply adequate auditing tests?

c) Will the person who executed the intelligent systems be liable for the adverse outcomes?

Following are among the options one can execute to ingest/read the input data files into KNIME, except? a) Drug and drop a data file from within KNIME explorer into the workflow designer b) Use the proper data reading node within the workflow designer c) Drug-and drop a data file from file directly into the workflow designer d) All of the other answers are true

d) All of the other answers are true

Which of the following is used as the analogy to quick prototyping in the opening vignette in the opening vignette? a) Solving a large sudoku puzzle b) Building characters with playdough c) Solving crossword puzzles d) Building objects with Lego

d) Building objects with Lego

Amazon Elastic Beanstalk is a service offered by Amazon Web Services that can deploy, manage, and scale Web applications. Which of the following programming languages is not supported by this platform? a) PHP b) Java c) Ruby d) C++

d) C++

Which of the following is not predicted to be one of the changes in the nature of work that may be caused by intelligent systems? a) Many activities currently done by humans may be automated b) Productivity through the use of intelligent systems will grow c) AI will create many new jobs paying high salaries d) Changes would be rapid, and all jobs directly affected within a decade

d) Changes would be rapid, and all jobs directly affected within a decade

Which of the following is not among the intelligent system deployment topics related to deployment strategy? a) How to decide whether to do it yourself or use partners, or to outsource b) How to overcome employees' resistance (e.g., fear of job loss) c) How to justify investments in intelligent projects d) How to arrange replacement of people with robot teams

d) How to arrange replacement of people with robot teams

In cloud computing, what does "cloud" usually refer to? a) Deep learning b) Meteorological studies c) Data warehouse d) Internet

d) Internet

Which of the following is not among the concerns raised about cloud computing? a) Legal liabilities b) Loss of control and privacy c) Cross-border political issues d) Intrusion susceptibility

d) Intrusion susceptibility

All of the following are the issues raised about implementation of autonomous cars, except? a) Transmission delays in IoT connectivity b) Old habits die hard — cultural barriers c) Cost of real-time 3D map technologies d) Lack of smart roads and infrastructure

d) Lack of smart roads and infrastructure

Multispectral, high-resolution satellite data helps scientists to do all of the following, except? a) Monitor weather b) Assess global change/warming c) Track land usage d) Locate person of interests

d) Locate person of interests

Which of the following open data standard is not among the ones often used for enabling applications to access the data? a) XML b) XQuery c) SQL d) NoSQL

d) NoSQL

Approximately now many nodes/functions come with the initial install of the KNIME Analytics Platform? a) About 500 b) Between 100 and 500 c) Countless d) Over 2000

d) Over 2000

An emerging area of research and practice is employing data science technologies for studying organizational dynamics, personnel behavior, and redesigning the organization to better achieve its goals. Indeed, such analytics applications are known as ________. a) Human Resource Analytics b) Resource Analytics c) Emotional Intelligence Systems d) People Analytics

d) People Analytics

In the ________ step of the intelligent systems implementation process, it is necessary to examine the organization readiness for analytics and AI. a) System development b) Deployment c) Impact assessment d) Preparation

d) Preparation

This type of cloud model is often adopted and used by organizations that have a mission critical workload and security concerns. a) Hybrid cloud b) Public cloud c) Virtual cloud d) Private cloud

d) Private cloud

________ is a cloud-based data warehouse solution where users can bring together their data from multiple sources as one source to analyze. a) PowerBI b) Snowflake c) Tableau d) SAS Viya

d) SAS Viya

Which of the following cloud offering provides the broadest technology stack that is managed by the cloud vendor? a) Data as a Service (DaaS) b) Infrastructure as a Service (IaaS) c) Platform as a Service (PaaS) d) Software as a Service (SaaS)

d) Software as a Service (SaaS)

Which of the following people said, "The development of full artificial intelligence could spell the end of the human race"? a) Elon Musk b) Steve Jobs c) Bill Gates d) Stephen Hawking

d) Stephen Hawking

A common organizational change as intelligent systems are implemented is the creation of an analytics or BI department.

True

A factor of success in the implementation of an AI project is integrating intelligent systems into the workplace.

True

According to the opening vignette, simple predictive models can be better explained, and you can define the relationship in terms of some mathematical formula.

True

Amazon's Echo/Alexa, Google Assistant, iPhone Siri, and other similar devices listen to what is going on.

True

As stated in the opening vignette, because food quality and safety can be compromised, extra emphasis must be given to accurate prediction of high temperature outliers.

True

COMPAS is an AI powered tool designed to be used as a decision aid in several US courts.

True

Cloud computing is a style of computing in which dynamically scalable and often virtualized resources are provided over the Internet.

True

Examples of PaaS provides include Microsoft (Azure), Amazon (EC2), and Google (App Engine).

True

Geospatial analysis can enable communication companies to capture daily transactions from a network to identify the geographic areas experiencing many failed connection attempts of voice, data, text, or Internet.

True

Imazon, an image analytics platform, which is using satellite data to develop real-time information on Amazon deforestation.

True

KNIME analytics platform can run natively on most popular operating systems such as Windows, MacOS, and Linux.

True

Seagate, mentioned in the opening vignette, designs and manufactures data storage and management solutions.

True

Teradata Vantage is an advanced analytics platform embedded with analytic engines and functions, which can be implemented with preferred data science languages (e.g., SQL, Python, R) and other software tools.

True

The concept of data as a service advocates the view that where data lives (the actual platform on which the data resides) does not matter.

True

The success of data scientists at work depends largely on the tool (or perhaps more accurately, the toolbox) they rely on.

True

With public cloud, the subscriber uses the shared resources offered by service providers over the Internet.

True