Background Prior to getting initiated to Data Science,  I was working in data intensive Data-warehousing for more than 6 years. In 2013, I had an opportunity to work in a problem wherein we were required to build a model to predict the probability of a customer buying a product as part of transformation initiative. This has widened my horizon. Until that time, I was under the impression that data can be used only for presenting or analyzing what had happened. I did some research on Analytics, Predictive Modelling and I realized that even though it is an extension of BI it requires different skill sets Ii.e. of Statistics, Machine Learning, SQL, and Business acumen in industry one is working. Initial Days I had good knowledge of SQL and bit of…

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