Definition
Data analytics is the process of examining raw data to uncover trends, draw conclusions, and support decision making. It involves cleaning, transforming, and modeling data to discover useful information. In practice, data analytics is applied to identify patterns and anomalies within large datasets. This capability is crucial for organizations seeking to optimize operations, understand customer behavior, and gain a competitive edge. For instance, a retail company might use data analytics to determine which products are selling best in specific regions. It is distinct from data science, which often involves more complex statistical modeling and prediction. You will encounter data analytics concepts in domains like IT operations, cybersecurity analysis, and business intelligence.