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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. The cost of poor quality data is $3.1 trillion annually in the US, with human error being the main cause. The provided spreadsheet from a law office illustrates how dirty data can occur. Visit grow.google/datacert on Coursera for access to practice exercises, quizzes, job search help, and more.