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Google Data Analytics certificate offers job-ready skills for a career in data analytics, with access to practice exercises, quizzes, discussion forums, and job search help on Coursera. Poor quality data costs US businesses $3.1 trillion yearly, mainly due to human errors. A spreadsheet from a law office demonstrates the impact of dirty data on customer information and financial transactions.