This manual is designed to take you from the very basics all the way to a job-ready, professional skill set for the U.S. Data Analyst job market. It is organized into 14 parts, each building on the previous ones, with consistent pedagogical tools throughout: worked examples, Q&A sections for self-review, self-assessment quizzes, end-of-module projects, and skills checklists.