The increase in DWI being added to clinical studies, leading to large amounts of data being acquired and needing analysis, underlines the crucial need for a common protocol in handling processing, analysis and quality control of data. This tutorial proposes to address these advanced issues of standardization and comparability in different aspects of diffusion imaging: reconstruction, modeling, quality analysis of acquired data, registration, statistics and fiber tracking, across different research groups.