The novel approach taken here banishes determinants to the end of the book and focuses on the central goal of linear algebra: understanding the structure of linear operators on vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. For example, the book presents - without having defined determinants - a clean proof that every linear operator on a finite-dimensional complex vector space (or an odd-dimensional real vector space) has an eigenvalue. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. This second edition includes a new section on orthogonal projections and minimization problems. The sections on self-adjoint operators, normal operators, and the spectral theorem have been rewritten. New examples and new exercises have been added, several proofs have been simplified, and hundreds of minor improvements have been made throughout the text.

    This book provides an introduction to the field of solid state physics for undergraduate students in physics, chemistry, engineering, and materials science.

    The complexity of nature's shapes differs in kind, not merely degree, from that of the shapes of ordinary geometry, the geometry of fractal shapes.Now that the field has expanded greatly with many active researchers, Mandelbrot presents the definitive overview of the origins of his ideas and their new applications. The Fractal Geometry of Nature is based on his highly acclaimed earlier work, but has much broader and deeper coverage and more extensive illustrations.

    It offers superior coverage of all key areas, including descriptive chemistry, MO theory, bonding, and physical inorganic chemistry. Chapter topics are presented in logical order and include: basic concepts; nuclear properties; an introduction to molecular symmetry; bonding in polyatomic molecules; structures and energetics of metallic and ionic solids; acids, bases, and ions in aqueous solution; reduction and oxidation; non-aqueous media; and hydrogen. Four special topic chapters, chosen for their currency and interest, conclude the book. For researchers seeking the latest information in the field of inorganic chemistry.

    This book covers relevant geometric principles and how to represent objects algebraically so they can be computed and applied. Recent major developments in the theory and practice of scene reconstruction are described in detail in a unified framework. Richard Hartley and Andrew Zisserman provide comprehensive background material and explain how to apply the methods and implement the algorithms. First Edition HB (2000): 0-521-62304-9

    The 5th edition has been completely updated and includes a Companion CD-ROM that contains animations, NCLEX(R) examination-style review questions, printable IV therapy and medication safety checklists, drug calculation problems, and convenient electronic calculators.A separate drug calculations section - Medications and Calculations - features 65 pages of math review and step-by-step instructions for dosage calculations using the four primary methods - basic formula, ratio and proportion, dimensional analysis, and fractional equation. Nursing Process sections relate nursing care to drug therapy. Each step of the nursing process includes concise actions for the plan of care in relation to treatment for selected drug prototypes.A chapter on Principles of Drug Administration features comprehensive coverage of the procedures for administering drugs. It addresses all routes of administration and various settings.Unit openers for drug therapy chapters include an illustrated overview of normal anatomy and physiology, giving readers the foundation for understanding how the drug works in that body system.Herbal Alert boxes highlight various herbal products and their interactions with drugs.More than 100 detailed Prototype Drug Charts list the following information: dosage, indication, contraindication, drug-lab-food interactions, pharmacokinetics, pharmacodynamics, therapeutic effects, side effects, and adverse reactions.Highlighted Client Teaching, Cultural Considerations, and Herbal Alerts are included in the Nursing Process sections to emphasize key implications for nurses.Client Teaching in the nursing process sections guide readers through instructions for teaching patients about medication, self-administration, dietary concerns, and side effects.Includes a separate Transcultural and Genetic Considerations chapter.Critical Thinking Case Studies and Study Questions at the end of each chapter present readers with a clinical scenario and several questions that reinforce key concepts and encourage critical thinking.A new chapter on substance abuse addresses this important aspect of the nurse's role in pharmacology. Preventing Medication Errors boxes draw attention to important safety considerations and present guidelines from the Institute for Safe Medication Practice (ISMP).Critical Thinking Case Study boxes provide clinical scenarios and questions to sharpen analytical and critical thinking skills.Now includes step-by-step instructions for dosage calculations using dimensional analysis.Web sites, organizations, and research database information are available at the end of clinical chapters for further review and research.The newest JCAHO guidelines for medication safety are applied throughout the text and the abbreviations appendix has been revised to reflect these updates.Includes a new Herb/Drug Interaction chart, as well as new sugar-free and alcohol-free drug lists.Features updated coverage of pain as the fifth vital sign.Look-alike/sound-alike drugs are highlighted throughout to promote safe drug administration.Includes a list of the 200 most frequently prescribed drugs.Electronic Resources boxes at the beginning of each chapter direct readers to additional learning activities available on the Companion CD and the Evolve website.

    Therefore, this book provides the fundamental concepts and techniques of real analysis for readers in all of these areas. It helps one develop the ability to think deductively, analyze mathematical situations and extend ideas to a new context. Like the first two editions, this edition maintains the same spirit and user-friendly approach with some streamlined arguments, a few new examples, rearranged topics, and a new chapter on the Generalized Riemann Integral.

    Chapters cover cancer, infection, immune disorders, genetics, and disorders of each body system, highlighting pathophysiologic processes, resulting signs and symptoms, diagnostic test findings, and current treatments. Reader-friendly features include illustrations, checklists, and full-color miniguides illustrating the pathophysiology of specific disorders.This edition has new full-color miniguides on cancer pathophysiology and neuropathology. A new Focus on Genetics feature identifies gene-related discoveries and their implications for treatment or diagnosis. Review questions and answers follow current NCLEX-RN® requirements and alternate-format questions are included.

    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    In this reference, case studies and clinical situations analyze and explore the clinical significance of non-blood body fluids and are designed to aid students in developing the skills of problem solving and critical thinking that are essential in a clinical laboratory.