Data analysis, also known as data analytics, involves inspecting and modeling data to derive useful insights and support decision-making across various fields. It encompasses several techniques such as trend analysis, comparison analysis, and correlation analysis, helping to structure findings and minimize bias. Eduonix offers an affordable course on data analysis covering essential topics like data preparation, key metrics, and various analysis techniques.