Data conversion involves transforming data from one format to another through steps such as importing, loading, scrubbing, uploading, and validation. The processes include manual data loading and legacy system extraction, followed by data cleansing and formatting to prepare it for internet availability. Data validation ensures the accuracy and integrity of the data throughout the conversion process.