Data Quality

Discover how to achieve business goals by relying on high-quality, robust data In Data Quality: Empowering Businesses with Analytics and AI, veteran data and analytics professional delivers a practical and hands-on discussion on how to accelerate business results using high-quality data. In the book, you’ll learn techniques to define and assess data quality, discover how to ensure that your firm’s data collection practices avoid common pitfalls and deficiencies, improve the level of data quality in the business, and guarantee that the resulting data is useful for powering high-level analytics and AI applications. The author shows you how to: * Profile for data quality, including the appropriate techniques, criteria, and KPIs * Identify the root causes of data quality issues in the business apart from discussing the 16 common root causes that degrade data quality in the organization. * Formulate the reference architecture for data quality, including practical design patterns for