Getting meaningful insights from hidden data and statistics through analytics that use algorithms to solve data-related business problems is what Machine Learning is all about. Increasingly accurate and adaptive, the ML models are updated as and when new data sets are introduced whereby predictions are more on point. ML algorithms coupled with computing technologies, artificial intelligence, and business analytics can improve the overall business operations and solve business complexities. Big data can bring a whole new perspective to the way we handle data, take decisions and do business. But for that to happen however, a couple of things need to be done to data before we can use it.