The "Design Patterns Java Workbook," by SteveMetsker, aims to help readers deepen their understanding of DesignPatterns, specifically the patterns documented in the DesignPatternsBook. The workbook is intended to help readers build confidence in their ability to recognize and apply GoF patterns in their own Java programs.