Data quality : empowering businesses with analytics and AI
by
 
Southekal, Prashanth H., author.

Title
Data quality : empowering businesses with analytics and AI

Author
Southekal, Prashanth H., author.

ISBN
9781394165247
 
9781394165254
 
9781394320547

Physical Description
1 online resource (xxvi, 271 pages) : illustrations (chiefly color)

Contents
Business data -- Data quality in business -- Causes for poor data quality -- Data lifecycle and lineage -- Profiling for data quality -- Reference architecture for data quality -- Best practices to realize data quality -- Best practices to realize data quality -- Data governance -- Protecting data -- Data ethics.

Abstract
"Quality data is the key for business enterprises to offer improved performance in operations, compliance, and decision making. According to McKinsey, data driven organizations provide EBITDA increases between 15 to 25% than peers. However, to be a data driven organization, data quality is very important. But most companies are plagued with poor data quality. A HBR study found that just 3% of the data in a business enterprise meets quality standards. According to Gartner, 27% of data in the world's top companies is flawed--so companies are looking for practical guidance to improve data quality. This book examines the four-phase DARS approach (Define-Assess-Realize-Sustain) for companies to manage high quality data in organizations. This approach provides a combination of strategy and tactical elements to deliver the greatest value from data to the business. It is a playbook that offers prescriptive recommendations based on proven best practices to realize and sustain data quality"-- Provided by publisher.

Local Note
John Wiley and Sons

Subject Term
Business -- Data processing.
 
Electronic data processing -- Quality control.
 
Data protection.
 
Artificial intelligence.
 
Gestion -- Informatique.
 
Protection de l'information (Informatique)
 
Intelligence artificielle.
 
Artificial intelligence
 
Business -- Data processing
 
Data protection
 
Electronic data processing -- Quality control

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781394320547


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book598155-1001HF5548.2 .S687 2023 EBWiley E-Kitap Koleksiyonu