What Is Data Analytics? Transforming Data Into Better Decisions
CIO, Tuesday, May 5th, 2026
Data analytics is a discipline that extracts insights from data through analysis, collection, organization, and specialized techniques.
Data analytics is a discipline focused on extracting insights from data by applying statistical analysis and technologies to find trends and solve problems. It encompasses processes, tools, and techniques drawn from computer programming, mathematics, and statistics, including methods like data mining, cleansing, and transformation.
The field includes four main types of analytics: descriptive, diagnostic, predictive, and prescriptive, each serving different purposes from describing past events to recommending future actions.
AI data analytics is an emerging specialty that automates and simplifies data analysis using machine learning, natural language processing, and AI-enhanced business intelligence.
Data analysts use various methods and tools - from regression analysis and Monte Carlo simulation to platforms like Tableau, Power BI, and Python - to help organizations make better decisions and improve business results.