Data transformation is the process of converting data from its original format into a structured, usable form. It includes operations like cleaning, filtering, joining, aggregating, and deriving new fields. Platforms like Tellius support both code-free and SQL-based transformations to prepare data for analysis, machine learning, and decision-making.