Category: Blog

Alexander Graham Bell’s motto, ‘Preparation is the key to success,’ resonates powerfully in data analysis. Raw data is an intricate puzzle—complex, unstructured, and scattered. Data preparation helps unravel the intricacies, transforming chaos into clarity. It involves refining, structuring, and formatting…

Modern companies heavily rely on data to drive their decision-making processes. However, poor data consistency and quality can lead to inaccurate conclusions. Gartner’s 2018 report highlights that organizations incur an average cost of $15 million annually due to poor data…

Managing data effectively is a multi-layered activity—you must carefully locate it, consolidate it, and clean it to make it usable. One of the first steps in the data management cycle is data mapping. Data mapping is the process of defining…

What is ETL? ETL stands for extract, transform, and load. ETL is a process to integrate data into a data warehouse. It provides a reliable single source of truth (SSOT) necessary for business intelligence (BI) and various other needs, such…