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BSAN 160 Final - Terms Questions and Answers

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BSAN 160 Final - Terms Descriptive Analytics - Answer- the use of data to understand past and current business performance and make informed decisions Predictive Analytics - Answer- extracts information from data and uses it to predict future trends and identify behavioral patterns Prescri...

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  • June 24, 2024
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BSAN 160 Final - Terms
Descriptive Analytics - Answer- the use of data to understand past and current
business performance and make informed decisions

Predictive Analytics - Answer- extracts information from data and uses it to predict
future trends and identify behavioral patterns

Prescriptive Analytics - Answer- The set of analytical techniques that yield a best
course of action.

Data - Answer- Facts and statistics collected together for reference or analysis

structured data - Answer- Data that (1) are typically numeric or categorical; (2) can
be organized and formatted in a way that is easy for computers to read, organize,
and understand; and (3) can be inserted into a database in a seamless fashion.

unstructured data - Answer- nonnumeric information that is typically formatted in a
way that is meant for human eyes and not easily understood by computers

categorical data - Answer- Data that consists of names, labels, or other
nonnumerical values

Ordinal categorical data - Answer- Categorical data that can be ordered (ranked) e.g.
Grades: A, B, C...

Nominal categorical data - Answer- Categorical data that cannot be ordered (ranked)
e.g. Hair color

numerical data - Answer- Data that consists of numbers. Consists of interval and
ratio.

central tendency - Answer- mean, median, mode

spread (variability) - Answer- Quartiles, Standard Deviation, and Variance

Skewness - Answer- Shape

Variance - Answer- standard deviation squared

Negative Skew - Answer-

positive skew - Answer-

Decison support system (DSS) - Answer- helps users analyze info and make
decisions

, Business Intelligence (BI) - Answer- a broad category of applications, technologies,
and processes for gathering, storing, accessing, and analyzing data to help business
users make better decisions

data warehouse - Answer- A logical collection of information - gathered from many
different operational databases - that supports business analysis activities and
decision-making tasks

Business Performance Management (BPM) - Answer- uses data and statistical
methods to gain insight into the data and provide decision makers with information
they can act on

User Interface (UI) - Answer- controls how you enter data and instructions and how
information is displayed on the screen

Big Data - Answer- a broad term for datasets so large or complex that traditional
data processing applications are inadequate. Used in healthcare, web searches,
finance trading, social media, etc.

data cleaning - Answer- filling in missing values
smoothing noisy data
identifying or removing outliers
resolving inconsistencies
remove redundancy caused by data integration

Data Consolidation - Answer- the organization's CRM systems must manage
customer data effectively with modern interconnected systems built around a data
warehouse to make all customer-related data available to every unit of the business.

data transformation - Answer- Process of changing the data from their original form
to a format suitable for performing a data analysis addressing research objectives.

data reduction - Answer- the simplification of large amounts of data obtained from
qualitative interviews or other sources

merging data - Answer- reporting quantitative and qualitative data together

inner join - Answer- Most common type of join; includes rows in the query only when
the joined field matches records in both tables.

left outer join - Answer- A join that includes all of the rows from the first table in the
query and only those records from the second table that match the join field in the
first table.

right outer join - Answer- A join that includes all of the rows from the second table in
the query and only those records from the first table that match the join field in the
second table.

full outer join - Answer- A join in which all rows from both tables will be included
regardless of whether they match rows from the other table

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