As the world of data analytics becomes increasingly vital to
the business world, many corporations are utilizing it to streamline their
marketing, sales, and development departments. This research project explores
the data manipulation techniques and tools used by software giants like Google,
Facebook, Amazon, and Netflix to market their product and improve their
services. These companies utilize petabytes of information that ranges from
data on their clients to marketing trends of certain products and this
information requires proper handling to prove useful. There are many different
approaches to analyzing this data such as time series analysis or regression
modeling and as time progresses even more advanced techniques are being developed.
The research on this topic was conducted by analyzing the tools used by these
companies, such as sentiment analysis and segmentation modeling and the tools
used to manage data in general such as SQL and R. The purpose of this project
is to provide a perspective on how important information management is to the
modern world and shows that the new techniques in data analysis are critically
important to success as a major business.
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