Seen as a branch of artificial intelligence, Machine Learning algorithms construct a hypothesis based on sample data and deduce results without specific instructions on the outcomes. These algorithms are used in numerous applications where one cannot rely on conventional software programs. The machine learning software are designed in such a manner that they improve themselves based on the experiences they encounter. This allows these algorithms to be highly adaptive and accurate in assessment of data as they continue to identify the business problems based on the evolving experiences.