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This video is part of the Google Data Analytics certificate on Coursera, providing job-ready skills for a career in data analytics. IBM estimates that poor quality data costs businesses $3.1 trillion annually in the US alone, with human error being the main cause. The video presents a spreadsheet from a law office as an example of dirty data leading to inaccuracies and financial losses. Visit grow.google/datacert to enroll and earn an official certificate.