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This video is part of the Google Data Analytics certificate program, offering job-ready skills for careers in data analytics. The cost of poor quality data in the US is $3.1 trillion annually, with human error being the main cause. Dirty data can be a result of inaccuracies or mistakes in data collection. Visit grow.google/datacert on Coursera for practice exercises, quizzes, job search help, and an official certificate.