Business Analytics:
Business Analytics is a scientific process that
transforms data into insight that is used for fact-based or data-driven
decision making.
It uses tools such as reports and graphs (simple),
optimization, data mining, and simulation (complex)
Features of Business Analytics
Business analytics offer:
1.Decision Support Systems:
Solutions are primarily used as decision support
systems or as their components.Solutions help executives, salespeople, and
other organizational leaders to make business decisions.
2.Business Continuity Support:
Business Analytics supports essential business
functions.It also aids in functions such as hiring, reducing attrition,
improving retention, performing staff deployment, and deciding strategy.
3.Various Methodologies
Methodologies include concepts from applied
probability, applied mathematics, applied statistics, and computer science.Data
produced helps you gain meaningful insights into better business planning and
business performance.
Types of Business Analytics:
1.Descriptive Analytics
It is regarded as the first stage in analysis of data.
It involves consolidation and summarization of data for further analysis.
Descriptive Analytics includes techniques that explain
what has happened in the past
2.Diagnostic Analytics :
After Performing Descriptive Analysis, It explains why
that thing happened in Past.
3.PredictiveAnalytics
The data that is received from descriptive analytics
is further used for predictive analytics, where the objective is to predict
future unforeseen events.Predictive Analytics techniques use models created
from past data to predict the future or determine the impact of one variable on
another
4.PrescriptiveAnalytics
Prescriptive Analytics specifies the best course of
action for a business activity in the form of output of a prescriptive model.
The models used in prescriptive analytics are called optimization models.
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