Data Quality Analyst: Validation, Debugging, and Monitoring

Behind every trusted dashboard, accurate report, and confident business decision is someone who knows how to protect data quality. In this skill path, you’ll build the practical validation, debugging, and monitoring skills that help teams find problems early, fix issues quickly, and keep data reliable as it moves across systems. You’ll learn through a career-focused, skill-based experience designed around real data quality responsibilities—not a one-size-fits-all course sequence. As you move through each course, you can focus on the skills that matter most for your goals, learn from carefully curated lessons by expert instructors, and practice the kinds of tasks data professionals perform on the job: auditing datasets, validating outputs, debugging SQL logic, preparing data for ingestion, monitoring pipelines, and tracing issues to their root causes. This path is designed to help you grow toward roles such as data quality analyst, data analyst, reporting analyst, business analyst, operations analyst, business intelligence analyst, analytics engineer, or entry-level data engineer. Whether you want to become the person who catches hidden problems, improves trust in reporting, or helps data teams make better decisions, this path helps you build skills that are visible, practical, and valuable in real work.