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This video is part of the Google Data Analytics certificate, offering job-ready skills for data analytics careers. You can access practice exercises, quizzes, discussion forums, job search help, and more on Coursera. Earn an official certificate by enrolling at grow.google/datacert. Inaccurate or bad data costs businesses $3.1 trillion yearly in the US alone, with human error being the main cause. An example is a law office spreadsheet with customer information and service details.