BUSINESS INTELLIGENCE ANALYTICS DATA
SCIENCE AND AI ACTUAL TEST BANK
TESTED QUESTIONS WITH VERIFIED
SOLUTIONS
●● Analytics Ecosystem
Answer: a classification of sectors, technology/solution providers, and
industry participants for analytics
●● A priori algorithm
Answer: The most commonly used algorithm to discover association
rules by recursively identifying frequent itemsets.
●● Area under the ROC curve
Answer: a graphical assessment technique for binary classification
models where the true positive rate is plotted on the y-axis and false
positive rate is plotted on the x-axis
●● Authoritative pages
Answer: Web pages that are identified as particularly popular based on
links by other Web pages and directories
●● balanced scorecard
,Answer: A performance measurement and management methodology
that helps translate an organization's financial, customer, internal
process, and learning and growth objectives and targets into a set of
actionable initiatives
●● Big data
Answer: data that is characterized by its volume, variety, and velocity
that exceeds the reach of commonly used hardware environments and/or
capabilities of software tools to process.
●● Big data analytics
Answer: application of analytics methods and tools to Big Data
●● Bootstrapping
Answer: A sampling technique where a fixed number of instances from
the original data are sampled (with replacement) for training and the rest
of the data set is used for testing
●● Business Analytics (BA)
Answer: the application of analysis to business problems/data.
●● Business intelligence (BI)
, Answer: a conceptual framework for managerial decision support; it
combines architecture, databases (or data warehouses), analytical tools,
and applications
●● business performance management (BPM)
Answer: an advanced performance measurement and analysis approach
that embraces planning and strategy
●● Categorical data
Answer: data that represents the labels of multiple classes used to divide
a variable into specific groups
●● Centrality
Answer: A group of metrics that aims to quantify the importance or
influence (in a variety of senses) of a particular node (or group) within a
network.
●● Certainty
Answer: the business situation where complete knowledge is available
so that the decision maker knows exactly what the outcome of each
course of action will be.
●● Classification
SCIENCE AND AI ACTUAL TEST BANK
TESTED QUESTIONS WITH VERIFIED
SOLUTIONS
●● Analytics Ecosystem
Answer: a classification of sectors, technology/solution providers, and
industry participants for analytics
●● A priori algorithm
Answer: The most commonly used algorithm to discover association
rules by recursively identifying frequent itemsets.
●● Area under the ROC curve
Answer: a graphical assessment technique for binary classification
models where the true positive rate is plotted on the y-axis and false
positive rate is plotted on the x-axis
●● Authoritative pages
Answer: Web pages that are identified as particularly popular based on
links by other Web pages and directories
●● balanced scorecard
,Answer: A performance measurement and management methodology
that helps translate an organization's financial, customer, internal
process, and learning and growth objectives and targets into a set of
actionable initiatives
●● Big data
Answer: data that is characterized by its volume, variety, and velocity
that exceeds the reach of commonly used hardware environments and/or
capabilities of software tools to process.
●● Big data analytics
Answer: application of analytics methods and tools to Big Data
●● Bootstrapping
Answer: A sampling technique where a fixed number of instances from
the original data are sampled (with replacement) for training and the rest
of the data set is used for testing
●● Business Analytics (BA)
Answer: the application of analysis to business problems/data.
●● Business intelligence (BI)
, Answer: a conceptual framework for managerial decision support; it
combines architecture, databases (or data warehouses), analytical tools,
and applications
●● business performance management (BPM)
Answer: an advanced performance measurement and analysis approach
that embraces planning and strategy
●● Categorical data
Answer: data that represents the labels of multiple classes used to divide
a variable into specific groups
●● Centrality
Answer: A group of metrics that aims to quantify the importance or
influence (in a variety of senses) of a particular node (or group) within a
network.
●● Certainty
Answer: the business situation where complete knowledge is available
so that the decision maker knows exactly what the outcome of each
course of action will be.
●● Classification
