Organizations
are no more asking for just analysis of their data. Traditional Business
Intelligence tools have been doing that for all for a long time now.
What we are
exploring is getting more useful insights from our data. Organizations are
looking for visualization tools and predictive analysis to explore data in new
ways and discover new patterns. Big data analysis is not only restricted to
processing large volumes of data on a software, it needs equivalent hardware
processing capabilities too.
Predictive
Analysis is the practice of extracting information from existing data to
determine patterns and predict the future outcome & trends. It helps
forecasting what might happen in the future with an acceptable level of
reliability and includes what-if scenarios and risk assessment.
Applied to business, predictive analysis models are used to analyze current
data and historical facts in order to better understand customers, products and
partners and to identify potential risks and opportunities for a company. It
uses a number of techniques, including data mining, statistical modeling and
machine learning to help analysts make future business forecasts.
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