Understanding Class

This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number

This book provides an overview of multiple aspects of spatial language understanding and explores recent trends of modeling based on very large foundational models and their applications. The authors address the following five main themes: spatial semantic representations in both symbolic and sub-symbolic spaces; spatial information extraction computational models; reasoning over spatial language; commonsense spatial understanding; and multiple modern and state-of-the-art downstream applications of spatial language understanding including dialogue systems, narrative discourse, and grounding language in the physical world with the multi-modal problem settings. One of the essential functions of natural language is to express spatial relationships between objects. Linguistic constructs can encode highly complex structures of objects, spatial relations between them, and patterns of motion through space relative to a reference point. The complexity of spatial language understanding and its

This book explores how rural children negotiate economic insecurity and difference. Based on long-term ethnographic research in rural Australia, it shows that children draw on class-based ideas of mor

This book is ideal for a first or second year discrete mathematics course for mathematics, engineering, and computer science majors. The author has extensively class-tested early conceptions of the book over the years and supplements mathematical arguments with informal discussions to aid readers in understanding the presented topics. "Safe" - that is, paradox-free - informal set theory is introduced following on the heels of Russell's Paradox as well as the topics of finite, countable, and uncountable sets with an exposition and use of Cantor's diagonalisation technique. Predicate logic "for the user" is introduced along with axioms and rules and extensive examples. Partial orders and the minimal condition are studied in detail with the latter shown to be equivalent to the induction principle. Mathematical induction is illustrated with several examples and is followed by a thorough exposition of inductive definitions of functions and sets. Techniques for solving recurrence relations i

This text is one of the first comprehensive resources on understanding and working with families in the intensive care unit. The text provides a conceptual overview of the Family ICU Syndrome, a const

This volume is the first comprehensive and interdisciplinary text to holistically improve understanding of the health of South Asians residing in the United States by considering biological, psycholog

?This book thoroughly explains the biological background of dental caries and the formation of carious lesions, providing the reader with a sound basis for understanding the role and effectiveness of

Observer Design for Nonlinear Systems deals with the design of observers for the large class of nonlinear continuous-time models. It contains a unified overview of a broad range of general designs, in

This book enhances readers’ understanding of science teachers’ professional knowledge, and illustrates how the Pedagogical Content Knowledge research agenda can make a difference in teachers’ practice

This extensively revised new edition comprehensively reviews the rise of clinical research informatics (CRI). It enables the reader to develop a thorough understanding of how CRI has developed and the

The book provides readers with a clear understanding of infrastructure challenges, how Public-Private Partnerships (PPP) can help, and their use in practice. Infrastructure bottlenecks are generally c

This is the second edition of a well-received book that enriches the understanding of radiographers and radiologic technologists across the globe, and is designed to meet the needs of courses (units)

Colorectal cancer (CRC) is a leading cause of cancer-related death worldwide. Recent years have increased significantly our understanding of the genetic alterations that can underlie CRC, but also unr

This book presents medical challenges as communication engineering problems. It offers the reader the interesting perspective of exploring and understanding disease pathology from the point of view of

This book looks closely at Yi bilingual education practice in the southwest of China from an educationalist’s perspective and, in doing so, provides an insight toward our understanding of minority lan

This book examines and shares concrete and specific strategies and policies for doing liberal arts education in a wide range of contexts. It deepens readers’ understanding of the processes of adopting

Population genomics is a rapidly emerging field that has the potential to transform our understanding of how evolutionary forces shape genomic diversity among microbes. There have already been c

Cancer Policy: Pharmaceutical Safety provides invaluable information on the interesting and compelling field of cancer drug safety. Identifying and understanding high-priority policy issues and key ph

This book presents an introduction to the analysis of general movements in 3D space, especially for movements of the human body. It is based on the lecture notes of a class on 3D Kinematics, which the

This thesis focuses on understanding the growth and formation mechanism of supermassive black holes (SMBHs), an issue it addresses by investigating the dense interstellar medium that is assumed to be

Optimal Impulsive Control explores the class of impulsive dynamic optimization problems—problems that stem from the fact that many conventional optimal control problems do not have a solution in the c

This book argues that God can be found within the edifice of the scientific understanding of physics, cosmology, biology and philosophy. It is a rewarding read that asks the Big Questions which humans

This book offers a bridge between our current understanding of supply chain risk in practice and theory, and the monumental shifts caused by the emergence of the fourth industrial revolution. Supply c

This unique book will provide readers with an understanding of innovative models of delivering both primary and secondary eye care, focusing not just on providing quality care itself, but on best prac

This book analyzes the investment chapter of a new type of trade agreement between Canada and the European Union to help readers gain a better understanding of this mega-regional deal, which includes

Day-to-day activities are important in the development of social identities, the establishment of social standing, and the communal understanding of societal rules. This perspective is broadly referre

This book critically examines how race is constructed globally to intersect gender, class, sexuality, language ability and religion and answers some very important questions, like how does anti-black

This book provides a coherent framework for understanding shrinkage estimation in statistics. The term refers to modifying a classical estimator by moving it closer to a target which could be known a

This textbook teaches the essential background and skills for understanding and quantifying uncertainties in a computational simulation, and for predicting the behavior of a system under those uncerta

This book advances the scientific understanding and application of space-based technologies to address a variety of areas related to sustainable development; including environmental systems analysis,

This is the first volume in the Cognitive Computation Trends book series, summarising our understanding on the neural correlate of memory, perception-representation, action, language, emotion and cons

This textbook imparts a firm understanding of the behavior of prestressed concrete and how it relates to design based on the 2014 ACI Building Code. It presents the fundamental behavior of prestressed

Venous disorders are extremely common in clinical practice, and recent years have seen a number of changes in the treatment of these conditions.This book covers the advances in our understanding and t

The invention of the telescope at the dawning of the 17th century has revolutionized humanity's understanding of the Universe and our place within it. This book traces the development of the telescope

This book provides an overview of the most up-to-date research on diabetic nephropathy and the current understanding of its pathogenesis, clinical features and socio-economic developments. Written by

Bringing together leading scholars in the fields of Religion and Sport, this book examines the prophetic dimension of sport, to arrive at a better understanding of the nature of sports in the United S

Comprehensive and thorough, this monograph emphasizes the main role differential geometry and convex analysis play in the understanding of physical, chemical, and mechanical notions. Central focus is

This book combines experience in child protection with expertise in clinical pharmacology and forensic toxicology, to set out a broad contemporary understanding of child maltreatment with drugs. It ex

This volume summarizes recent advances in understanding the mechanisms of HIV-1 latency, in characterizing residual viral reservoirs, and in developing targeted interventions to reduce HIV-1 persisten

This book presents current understanding of the importance of modern immunology in the etiopathogenesis of human diseases and explores how this understanding is impacting on diagnosis, prognosis