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

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Author(s):	Michael Shearer

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	1098148487
Pages:	200	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	2/9/2024 1:28:17 AM

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1098148487 epub
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.With entity resolution, you'll build rich and comprehensive data assets that reveal relationships for marketing and risk management purposes, key to harnessing the full potential of ML and AI. This book covers:Challenges in deduplicating and joining datasetsChallenges in deduplicating and joining datasetsExtracting, cleansing, and preparing datasets for matchingExtracting, cleansing, and preparing datasets for matchingText matching algorithms to identify equivalent entitiesText matching algorithms to identify equivalent entitiesTechniques for deduplicating and joining datasets at scaleTechniques for deduplicating and joining datasets at scaleMatching datasets containing persons and organizationsMatching datasets containing persons and organizationsEvaluating data matchesEvaluating data matchesOptimizing and tuning data matching algorithmsOptimizing and tuning data matching algorithmsEntity resolution using cloud APIsEntity resolution using cloud APIsMatching using privacy-enhancing technologiesMatching using privacy-enhancing technologies

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3233073	Download	https://nitroflare.com/view/87A8EFB3F67B...		5.00	rubybook

Tags: Data Entity Guide Hands-On Matching Practical Python Resolution

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

Category: Python

Description: Click to see full description

Category:
Python