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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. Access practice exercises, quizzes, forums, job search help, and more on Coursera to earn your certificate. According to IBM, poor quality data costs businesses $3.1 trillion annually in the US alone, with human error being the main cause. An example from a law office shows the impact of dirty data on customer information and services. Visit grow.google/datacert for more information.