Get sample preparation and quality control right before you ever run the instrument. This module focuses on pre-analytical variables, extraction workflows, internal standards, and end-to-end QC design for metabolomics and lipidomics so that downstream peak picking, statistics, and biology sit on a robust analytical foundation.