Are you looking to
change your life? If you answered "Absolutely!" then prepare yourself to take advantage of one of
today's biggest opportunities: Predictive Analytics using Big Data.
Trends such as
globalization, economic uncertainty, and rapidly changing technology have
shaken up our society. Right now, we face several major disruptions within computer
technology: Cloud, Personalized Assistants (tablets, smartphones, and other
mobile devices), Social Media, Big Data, and Analytics.
Ten years from now, all of these trends will have transported us into a completely new business environment.
Ten years from now, all of these trends will have transported us into a completely new business environment.
A connected population
of billions of people generates a massive amount of data which, properly
digested and analyzed, will lead to an explosion of knowledge. Smart people
will leverage this knowledge to take beneficial action, either for themselves
personally or for the good of others.
Technologies such as
Hadoop and Map/Reduce emerged to enable storing large amounts of unstructured
data. Companies will combine their traditional data warehouses containing
structured enterprise data with unstructured mountains of external data and
store the results in the cloud (using services such as Amazon AWS/EC2,
Rackspace, Microsoft Azure, or Google App Engines).
After storage comes
the application of algorithms to make sense of the data. Computer programming
languages (such as Java, Python, C/C++, and R) that can perform large data
set techniques (e.g., regression, classification, natural language processing,
clustering, collaborative filtering, and machine learning) will be enhanced
with toolkits (such as Weka, OpenNLP, and NLTK) and evolve into entire
frameworks for analyzing Big Data, finding patterns, reducing uncertainties,
and enabling new decisions and actions.
With all these
technologies, our challenge will then be to identify the questions
we want to ask of the data.
If you could solve a
world problem (or make millions of dollars) if you had answers to just a few
difficult questions, wouldn't you start today to gather the data?

2 comments:
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