Introduction With tech giants such as Facebook and Google monetizing data to drive innovations and create competitive advantage in the digital economy, data has become the new oil, gold or lifeblood. Affordability to store big data has led to the creation of data swamps and organization are going gaga about it…

Introduction Data Privacy has become a major concern for customers before initiating any transaction that requires sharing any sensitive data with the organization to avail its products or services. Data Privacy violations such as Cambridge Analytica and Facebook data misuse scandal, in which the personal data was acquired without consent, harvested…

Different machine learning algorithms are applied to build models for solving complex problems and achieving better results. Fundamentally, these can be classified into two broad approaches- Generative and Discriminative. Consider a simple classification problem of predicting breast cancer as malign or benign, based on the tumor size. In this problem…

Introduction “Practice makes a man perfect”, a proverb we all have heard and grown up with, however, human error still percolates in the mundane day to day activities. For instance, forgetting car keys, spilling coffee because you are in a hurry etc. On the other hand, our alarm clock never fails…