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The Machine Learning Solutions Architect Handbook - Second Edition

You're reading from  The Machine Learning Solutions Architect Handbook - Second Edition

Product type Book
Published in Apr 2024
Publisher Packt
ISBN-13 9781805122500
Pages 602 pages
Edition 2nd Edition
Languages
Author (1):
David Ping David Ping
Profile icon David Ping

Table of Contents (19) Chapters

Preface Navigating the ML Lifecycle with ML Solutions Architecture Exploring ML Business Use Cases Exploring ML Algorithms Data Management for ML Exploring Open-Source ML Libraries Kubernetes Container Orchestration Infrastructure Management Open-Source ML Platforms Building a Data Science Environment Using AWS ML Services Designing an Enterprise ML Architecture with AWS ML Services Advanced ML Engineering Building ML Solutions with AWS AI Services AI Risk Management Bias, Explainability, Privacy, and Adversarial Attacks Charting the Course of Your ML Journey Navigating the Generative AI Project Lifecycle Designing Generative AI Platforms and Solutions Other Books You May Enjoy
Index

ML use cases in retail

The retail industry is a sector that sells consumer products directly to customers, either through physical retail stores or online platforms. Retailers acquire their merchandise from wholesale distributors or manufacturers directly. Over the years, the retail industry has undergone significant changes. The growth of e-commerce has outpaced that of traditional retail business, compelling brick-and-mortar stores to adapt and innovate in-store shopping experiences to remain competitive. Retailers are exploring new approaches to enhance the shopping experience across both online and physical channels. Recent developments such as social commerce, augmented reality, virtual assistant shopping, smart stores, and 1:1 personalization have become key differentiators in the retail industry.The retail industry is currently undergoing a transformation fueled by AI and ML technologies. Retailers are utilizing these technologies to optimize inventory, predict consumer demand...

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