作品简介

　　本书是一本介绍AI技术在企业生产和运营过程中实践应用的图书，全书共6章：智能化应用的概念，智能化应用的价值、挑战及发展趋势，智能化技术概述，多行业智能化应用业务场景分析，智能化应用的项目化实施和智能化应用的实践案例。

　　本书旨在为企业提供实用的AI应用指南，深入介绍了智能化应用的开发和实施过程，包括技术架构、数据管理、算法选择、模型训练和评估等内容，并结合实际案例分享经验和方法论，帮助读者在实践中掌握建立智能化应用的关键技术和管理能力。

　　本书读者对象为：数据分析、人工智能、机器学习等领域的从业人员；对于企业数字化转型和智能化应用感兴趣的企业管理者和决策者；对于智能化应用感兴趣，希望深入了解智能化技术和应用场景的读者。

　　田野，联想方案服务集团产品中心资深数据科学家，原数据智能集团突出贡献专家。研究领域包括机器学习、人工智能及工业智能。在工艺优化质量控制、能耗优化、供应链优化等领域有丰富的工程实践经验，主持和建设了国内外十余家世界500强企业的智能化转型和智能化应用项目，拥有国内外授权专利30余项。

　　张建伟，联想方案服务集团产品中心总监，中国企业数字化转型的资深实践者。拥有20余年大数据及智能制造领域从业经验，对大数据应用、数据治理、智能化应用等相关技术和实践有着深刻理解及丰富的经验。作为总架构师，主导和完成了国内数十家制造业企业的数字化转型项目，为中国制造业的数字化转型探索出了一条清晰的解决之道。

Introduction of works

This book is a book introducing the practical application of AI technology in the production and operation process of enterprises. The book consists of 6 chapters: the concept of intelligent application, the value, challenges and development trend of intelligent application, overview of intelligent technology, analysis of multi-industry intelligent application business scenarios, project-based implementation of intelligent application and practical cases of intelligent application.

This book aims to provide practical AI application guidelines for enterprises. It deeply introduces the development and implementation process of intelligent application, including technical architecture, data management, algorithm selection, model training and evaluation, and shares experience and methodology combined with actual cases to help readers master the key technologies and management capabilities of intelligent application in practice.

This book is intended for: data analysis, artificial intelligence, machine learning and other fields of practitioners; Business managers and decision makers interested in digital transformation and intelligent applications; Readers who are interested in intelligent applications and want to have a deep understanding of intelligent technologies and application scenarios.

Field, senior data scientist of Lenovo Solution Service Group Product Center, former outstanding contribution expert of Data Intelligence Group. Research areas include machine learning, artificial intelligence and industrial intelligence. He has rich engineering practical experience in the fields of process optimization, quality control, energy consumption optimization, supply chain optimization, etc. He has presided over and built intelligent transformation and intelligent application projects of more than 10 World Top 500 enterprises at home and abroad, and has more than 30 authorized patents at home and abroad.

Zhang Jianwei, Director of Product Center of Lenovo Solution Services Group, is a veteran practitioner of digital transformation of Chinese enterprises. He has more than 20 years of experience in the field of big data and intelligent manufacturing, and has a deep understanding and rich experience in relevant technologies and practices such as big data application, data governance and intelligent application. As the chief architect, he led and completed the digital transformation projects of dozens of domestic manufacturing enterprises, and explored a clear solution for the digital transformation of China's manufacturing industry.