Machine Learning for Business Analytics: Concepts, Techniques, and Applications in Python is a comprehensive introduction to and an overview of the methods that underlie modern AI. This best-selling textbook covers both statistical and machine learning (AI) algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, network analytics and generative AI. Along with hands-on exercises and real-life case st...

Written by an international team of leading scholars, this groundbreaking reference work explores the nature of language change and diffusion, and paves the way for future research in this rapidly expanding interdisciplinary field. Features 35 newly-written essays from internationally acclaimed experts that reflect the growth and vitality of the burgeoning area of historical sociolinguisticsExamines how sociolinguistic theoretical models, methods, findings, and expertise can be used to recons...

Covering the various aspects of this fast-evolving field, this comprehensive book includes the fundamentals and a comparison of current applications, while focusing on the latest, novel achievements and future directions. The introductory chapters explore the thermodynamic and electrochemical processes to better understand how electrolysis cells work, and how these can be combined to build large electrolysis modules. The book then goes on to discuss the electrolysis process and the characteri...

An introduction to women and gender in the classical world that draws on the most recent research in the field Women in Classical Antiquity focuses on the important objects, events and concepts that combine to form a clear understanding of ancient Greek and Roman women and gender. Drawing on the most recent findings and research on the topic, the book offers an overview of the historical events, values, and institutions that are critical for appreciating and comparing the life situations of w...

The gold-standard in veterinary histology textbooks, updated and revised, with new clinical correlations In the newly revised seventh edition of Dellmann's Textbook of Veterinary Histology, a team of distinguished veterinary professionals delivers a comprehensive update on the function of cells, tissues, and organs in domestic animal species. It effectively bridges the gap between anatomy and physiology and is filled with high-quality electron micrograph and color micrograph images. The book ...

The latest edition of the bestselling project management textbook In the newly revised fourteenth edition of Project Management: A Systems Approach to Planning, Scheduling and Controlling, renowned project management leader Harold Kerzner delivers another insightful and hands-on discussion of project management. The book is packed with new material related to artificial intelligence (AI), new methodologies - including agile and hybrid - data driven project management, managing diversity, and...

"This book is of the kind you always wanted but didn't think would or could ever exist: the universal field theory of problem solving." Tom Sommerlatte Typically today's tasks in management and consulting include project management, running workshops and strategic work - all complex activities, which require a multitude of skills and competencies. This standard work, which is also well accepted amongst consultants, gives you a reference or cookbook-style access to the most important tools, in...

Marketing has changed forever this is what comes next Marketing 4.0: Moving from Traditional to Digital is the much-needed handbook for next-generation marketing. Written by the world's leading marketing authorities, this book helps you navigate the increasingly connected world and changing consumer landscape to reach more customers, more effectively. Today's customers have less time and attention to devote to your brand and they are surrounded by alternatives every step of the way.

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Authoritative and comprehensive resource on the disease process and clinical management of dental caries. Dental Caries: The Disease and Its Clinical Management, 4th Edition maintains the same focus on high-level coverage of the disease etiology and process, clinical assessment and prognosis and wider public health issues connected with dental caries management, including an enhanced focus on caries control. Fully updated throughout, the chapters that discuss theory emphasize how the knowledg...

A fully revised second edition focused on the best practices of enterprise risk management Since the first edition of Enterprise Risk Management: From Incentives to Controls was published a decade ago, much has changed in the worlds of business and finance. That's why James Lam has returned with a new edition of this essential guide. Written to reflect today's dynamic market conditions, the Second Edition of Enterprise Risk Management: From Incentives to Controls clearly puts this discipline ...