Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    It emphasizes the ways in which the study of sedimentary rocks is used to interpret depositional environments, changes in ancient sea level, and other intriguing aspects of Earth’s history.

    It also provides a straightforward but comprehensive treatment of VLSI design processes and design rules for students and all novice digital systems designers.

    In its most simple form, earned value equates to fundamental project management. This is not a new book, but rather it is an updated book. Authors Quentin Fleming and Joel Koppelman have made some important additions. In many cases, there will be no changes to a given section. But in other sections, the authors have made substantial revisions to what they had described in the first edition. Fleming and Koppelman’s goal remains the same with this update: describe earned value project management in its most fundamental form, for application to all projects, of any size or complexity. Writing in an easy-to-read, friendly, and humorous style characteristic of the best teachers, Fleming and Koppelman have identified the minimum requirements that they feel are necessary to use earned value as a simple tool for project managers. They have also witnessed the use of simple earned value on software projects, and find it particularly exciting. Realistically, a Cost Performance Index (CPI) is the same whether the project is a multibillion-dollar high-technology project, or a simple one hundred thousand-dollar software project. A CPI is a CPI … period. It is a solid metric that reflects the health of the project. In every chapter, Fleming and Koppelman stick with using simple stories to define their central concept. Their project examples range from peeling potatoes to building a house. Examples are in round numbers, and most formulas get no more complicated than one number divided by another. Earned Value Project Management—Second Edition may be the best-written, most easily understood project management book on the market today. Project managers will welcome this fresh translation of jargon into ordinary English. The authors have mastered a unique "early-warning" signal of impending cost problems in time for the project manager to react.

    Now with an extensive new preface, epilogue, and appendix by the author, reflecting on the changes that have taken place since the book's original publication, this updated second edition of Charles L. Bosk's classic study is as timely as ever.

    This text provides a basic treatment of discrete-event simulation, including the proper collection and analysis of data, the use of analytic techniques, verification and validation of models, and designing simulation experiments. It offers an up-to-date treatment of simulation of manufacturing and material handling systems, computer systems, and computer networks. Students and instructors will find a variety of resources at the associated website, www.bcnn.net, including simulation source code for download, additional exercises and solutions, web links and errata.

    Building on their experience as professional systems analysts and award-winning teachers, authors Dennis, Wixom, and Roth capture the experience of developing and analyzing systems in a way that students can understand and apply.With Systems Analysis and Design, 4th edition , students will leave the course with experience that is a rich foundation for further work as a systems analyst.

    Similarly, the upward spiral of college tuition fees is cause for serious concern. In this concise and illuminating book, the well-known economist William J. Baumol explores the causes of these seemingly intractable problems and offers a surprisingly simple explanation. Baumol identifies the "cost disease" as a major source of rapidly rising costs in service sectors of the economy. Once we understand that disease, he explains, effective responses become apparent.Baumol presents his analysis with characteristic clarity, tracing the fast-rising prices of health care and education in the United States and other major industrial nations, then examining the underlying causes, which have to do with the nature of providing labor-intensive services. The news is good, Baumol reassures us, because the nature of the disease is such that society will be able to afford the rising costs.

    This new edition has been fully updated to include advances in neuropsychology and cognitive neuroscience and changes can be found in the chapters on memory disturbance, disorders of time, pathology of perception, disorders of speech and language, affect and emotional disorders, and disorders of volition and execution. In some cases, novel classifications of the abnormalities under consideration have been provided together with additional pathological phenomena - including palinopsia, akinetopsia, zeitraffer phenomenon, exosomesthesia - many of which have been rediscovered or imported from neurology. The popular and distinctive features are the use of figures, tables and illustrative case examples which have been further enhanced with additional case examples from the classical literature, autobiographical narratives and fiction.

    In this groundbreaking analysis, over thirty of the most popular treatments—acupuncture, homeopathy, aromatherapy, reflexology, chiropractic, and herbal medicines—are examined for their benefits and potential dangers. Questions answered include: What works and what doesn't? What are the secrets, and what are the lies? Who can you trust, and who is ripping you off? Can science decide what is best, or do the old wives' tales really tap into ancient, superior wisdom?In their scrutiny of alternative and complementary cures, authors Simon Singh and Edzard Ernst also strive to reassert the primacy of the scientific method as a means for determining public health practice and policy.

    . . Sanghavi is a vivid and effortless teller of human tales and quite evidently a special doctor, too." —Atul Gawande, author of ComplicationsIn this compelling book, Dr. Darshak Sanghavi takes the reader on a dramatic tour of a child's eight vital organs, beginning with the lungs and proceeding through the heart, blood, bones, brain, skin, gonads, and gut.Along the way, we meet children and families in extraordinary circumstances—a premature baby named Adam Flax who was born with undeveloped lungs, a teenage boy with a positive pregnancy test, and a young girl who keeps losing weight despite her voracious appetite. In a deeply personal narrative, Sanghavi provides a richly detailed—and humanized—portrait of how the pediatric body functions in both sickness and health.

    The CD-ROM also includes three updated and improved programs (for Windows): YW--Yagi for Windows TLW--Transmission Line for WindowsHFTA--HF Terrain AssessmentEZNEC ARRL--Antenna Modeling by W7EL

    However, rather than resting on that reputation, the new edition of this text marks a significant advance in the already excellent quality of the book. While preserving concise language, state of the art educational pedagogy, and top-notch worked examples, the Eighth Edition features a unified art design as well as streamlined and carefully reorganized problem sets that enhance the thoughtful instruction for which Raymond A. Serway and John W. Jewett, Jr. earned their reputations. Likewise, PHYSICS FOR SCIENTISTS AND ENGINEERS, will continue to accompany Enhanced WebAssign in the most integrated text-technology offering available today. In an environment where new Physics texts have appeared with challenging and novel means to teach students, this book exceeds all modern standards of education from the most solid foundation in the Physics market today.

    Now in its sixth edition, this classic text continues its long-standing tradition of offering unparalleled guidance in the development of pharmaceutical care plans. The book provides a unique process of thinking about pharmacotherapy the process which uses evidence-based approaches to the drug treatment of diseases. Features: *FREE Online Resource Center for professors and students - study materials, web chapters, questions and answers, and updates *NEW Key Concepts begin each chapter *Excellent use of algorithms, tables, and charts - provides clear recommendations *"Clinical Controversies" in the treatment sections of disease-oriented chapters

    It is revealed how all unifications in physics have been based on incredibly simple ideas. Using a logical approach, it is explained how the great 20th century theories of relativity and quantum mechanics share a common base, and how they can be linked using an idea so simple that anyone can understand it. An idea which is so simple it has been hidden in plain sight.