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This video is part of the Google Data Analytics certificate program on Coursera, offering job-ready skills in data analytics. IBM estimates that poor quality data costs US businesses $3.1 trillion annually, with human error being the main cause. Dirty data can lead to inaccuracies in important information like customer details and financial transactions.