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What can present the results of large data analysis looking for patterns and relationships that monitor changes in variables over time?


A) Informing
B) Infographics
C) Data visualization
D) Business intelligence dashboards

E) A) and B)
F) A) and C)

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What is estimation analysis?


A) Determination of values for an unknown continuous variable behavior or estimated future value
B) Determination of which things go together
C) Segmentation of a heterogeneous population of more homogeneous subgroups
D) Assignment of records to one of a predefined set of classes

E) B) and D)
F) B) and C)

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Regression is a statement about what will happen or might happen in the future such as future sales or employee turnover.

A) True
B) False

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Data artist is a business analytics specialist who uses visual tools to help people understand complex data.

A) True
B) False

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What is the process of analyzing recorded calls to gather information that-brings structure to customer interactions and exposes information buried in customer contact center interactions with an enterprise?


A) Social media analytics
B) Speech analytics
C) Text analytics
D) Web analytics

E) A) and B)
F) A) and C)

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In terms of big data, what is variety?


A) Different forms of structured and unstructured data
B) Uncertainty of data, including biases, noise, and abnormalities
C) Scale of data
D) Analysis of streaming data as it travels around the Internet

E) A) and B)
F) None of the above

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What is big data?


A) A collection of large, complex data sets, including structured and unstructured data, that cannot be analyzed using traditional database methods and tools
B) Processes and manages algorithms across many machines in a computing environment
C) Focuses on forecasting future trends and producing insights using sophisticated quantitative methods, including statistics, descriptive and predictive data mining, simulation, and optimization
D) Extracts knowledge from data by performing statistical analysis, data mining, and advanced analytics on big data to identify trends, market changes, and other relevant information

E) None of the above
F) B) and D)

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Regression is a statistical process for estimating the relationships among variables. It includes many techniques for modeling and analyzing several variables when the focus is on the relationship between a dependent variable and one or more independent variables.

A) True
B) False

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Social media analytics analyzes text flowing across the Internet, including unstructured text from blogs and messages.

A) True
B) False

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In terms of big data, what includes the uncertainty of data, including biases, noise, and abnormalities?


A) Variety
B) Veracity
C) Volume
D) Velocity

E) A) and B)
F) A) and C)

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In terms of big data, what includes different forms of structured and unstructured data?


A) Variety
B) Veracity
C) Volume
D) Velocity

E) A) and B)
F) C) and D)

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What focuses on using data patterns to make forward-looking predictions to explain to the organization where it is headed?


A) Big data
B) Distributed computing
C) Advanced analytics
D) Data scientist

E) None of the above
F) All of the above

Correct Answer

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What is prediction?


A) A statement about what will happen or might happen in the future such as future sales or employee turnover
B) A statistical process that finds the way to make a design, system, or decision as effective as possible, for example, finding the values of controllable variables that determine maximal productivity or minimal waste
C) Forecasts based on time-series information
D) A statistical process for estimating the relationships among variables

E) B) and D)
F) B) and C)

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Estimation determines values for an unknown continuous variable behavior or estimated future value.

A) True
B) False

Correct Answer

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What is a data artist?


A) Processes and manages algorithms across many machines in a computing environment
B) Focuses on forecasting future trends and producing insights using sophisticated quantitative methods, including statistics, descriptive and predictive data mining, simulation, and optimization
C) Occurs when the user goes into an emotional state of over-analyzing (or over-thinking) a situation so that a decision or action is never taken, in effect paralyzing the outcome
D) A business analytics specialist who uses visual tools to help people understand complex data

E) A) and B)
F) None of the above

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A data miner is a business analytics specialist who uses visual tools to help people understand complex data.

A) True
B) False

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Data-mining tools use a variety of techniques to find patterns and relationships in large volumes of information that predict future behavior and guide decision making.

A) True
B) False

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Affinity analysis determines values for an unknown continuous variable behavior or estimated future value.

A) True
B) False

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What is the technique used to divide information sets into mutually exclusive groups such that the members of each group are as close together as possible to one another and the different groups are as far apart as possible?


A) Statistical detection
B) Cluster analysis
C) Association detection
D) Social media analytics

E) B) and D)
F) None of the above

Correct Answer

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Velocity includes different forms of structured and unstructured data.

A) True
B) False

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