What is Data Transformation? Definition, Types and Benefits

Data transformation is the process of converting data from one format or structure to another. This crucial step in data processing enhances compatibility and usability, enabling seamless integration across various systems and applications. There are several types of data transformation, including data cleaning (removing inaccuracies), data aggregation (summarizing data), data normalization (scaling data), and data…

Understanding the Differences: Business Intelligence vs. Data Science

Business Intelligence (BI) and Data Science serve distinct purposes. BI focuses on analyzing historical data to provide insights into business operations, using tools like dashboards and reports for informed decision-making. It primarily answers “what happened” and “why it happened.” Data Science, on the other hand, employs advanced algorithms, machine learning, and statistical methods to predict…