Data Quality

Empowering Businesses with Analytics and AI

De: Prashanth Southekal PhD

Narrado por: Tim Andres Pabon

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 remediating data quality
• Implement the 10 best data quality practices and the required capabilities for improving operations, compliance, and decision-making capabilities in the business

An essential resource for data scientists, data analysts, business intelligence professionals, chief technology and data officers, and anyone else with a stake in collecting and using high-quality data, Data Quality: Empowering Businesses with Analytics and AI will also earn a place on the bookshelves of business leaders interested in learning more about what sets robust data apart from the rest.

©2023 John Wiley & Sons, Inc. (P)2023 G&D Media

FINALLY!

Finally! A book that demonstrates the tight coupling of data quality to AI with Data Governance at its core! I'm a data professional (primarily architect, but also engineering) with over 20 years experience and I'm so grateful a book like this exists! It's chock full of useful information told in a format that even managers can understand. Listening to the book, I was absolutely riveted and loved it so much I bought a hardcopy just to have the info at my finger tips! If you want to understand what it takes to make the promise of BI & AI a reality, you MUST read this book! Kudos to the author and my deepest gratitude to you!