Data Profiling in Machine Learning - Decoded & Simplified
What is Data Profiling in Machine Learning and how does it work? To begin with understanding Data Profiling , one needs to understand what data is and why it has become such a big asset. Nowadays, for any organization to function effectively data is an integral asset. Data can be simply defined as any set of information related to any particular domain for instance in the health sector it could simply be related to data of people vaccinated in a particular age group etc. Similarly, as the work setup changes a new set of data is seen. Knowing data related to any particular domain helps in numerous ways like improving the process of decision making, strategizing, solving any bottle-neck situation, etc. Given today’s time when there has been an excess of data in almost every sector of work. Data profiling can work as a secret weapon while dealing with huge chunks of data. Data profiling hence is a process of understanding and analyzing data. It is the foremost step in ...