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This video is part of the Google Data Analytics certificate program on Coursera, providing job-ready skills for data analytics careers. Poor quality data costs businesses $3.1 trillion annually in the US, with human error being the main cause. The importance of clean data is illustrated in a law office spreadsheet, showing customer information and service details.