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This video is part of the Google Data Analytics certificate, providing job-ready skills for a career in data analytics. The cost of poor quality data is $3.1 trillion in the US alone, with human error being the primary cause. Dirty data can result from inaccuracies in spreadsheets and other sources. Visit grow.google/datacert on Coursera for practice exercises, quizzes, job search help, and an official certificate.