With the current data-centric world, organizations produce huge quantities of data in each second. Data analytics is an operation of analyzing raw data to identify valuable insights, patterns, and trends capable of informing business strategies, enhancing performance, and innovation. At its most basic, data analytics is the gathering, sorting, processing, and analysis of data that informs decision-making. The aim is to derive actionable information that can optimize operations, forecast future patterns, and address intricate problems. Data analytics is a crucial application of nearly every industry, ranging from finance and healthcare to marketing, education, and manufacturing.