In the context of designing systems for data preparation and processing for a machine learning project, which of the following best describes the primary objective? Consider a scenario where the project involves handling diverse data sources, ensuring data quality, and preparing the data for analysis and modeling. Choose the best option that aligns with the primary goal of such systems.