Hands-On Entity Resolution - A Practical Guide to Data Matching With Python

Hands-On Entity Resolution: A Practical Guide to Data Matching With Python



https://DevCourseWeb.com

English | March 19th, 2024 | ISBN: 1098148487 | 200 pages | True EPUB | 5.10 MB

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.

Author Michael Shearer shows you how to scale up your data matching processes and improve the accuracy of your reconciliations. You'll be able to remove duplicate entries within a single source and join disparate data sources together when common keys aren't available. Using real-world data examples, this book helps you gain practical understanding to accelerate the delivery of real business value.