Emphasizing the basic concepts of the field, this book covers circuit analysis, digital systems, electronics, and electromechanics. This book develops theoretical and experimental skills and experiences in the following areas: basic circuit analysis and measurement, first- and second-order transients, steady-state ac circuits, resonance and frequency response, digital logic circuits, microcontrollers (68HC11), computer-based instrumentation, diode circuits, electronic amplifiers, field-effect and bipolar junction transistors, operational amplifiers, ac and dc machines, and more. For engineers or any other professionals who need a solid foundation in the basics of circuits, digital systems, analog electronics, and electromechanics.

    Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover the topics in a story-like fashion. Our hope is that the reader can learn all the fundamentals of the subject by reading the book cover to cover. ---- Learning from data has distinct theoretical and practical tracks. In this book, we balance the theoretical and the practical, the mathematical and the heuristic. Our criterion for inclusion is relevance. Theory that establishes the conceptual framework for learning is included, and so are heuristics that impact the performance of real learning systems. ---- Learning from data is a very dynamic field. Some of the hot techniques and theories at times become just fads, and others gain traction and become part of the field. What we have emphasized in this book are the necessary fundamentals that give any student of learning from data a solid foundation, and enable him or her to venture out and explore further techniques and theories, or perhaps to contribute their own. ---- The authors are professors at California Institute of Technology (Caltech), Rensselaer Polytechnic Institute (RPI), and National Taiwan University (NTU), where this book is the main text for their popular courses on machine learning. The authors also consult extensively with financial and commercial companies on machine learning applications, and have led winning teams in machine learning competitions.

    Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge.Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data- including stream data, sequence data, graph structured data, social network data, and multi-relational data.A comprehensive, practical look at the concepts and techniques you need to know to get the most out of real business dataUpdates that incorporate input from readers, changes in the field, and more material on statistics and machine learningDozens of algorithms and implementation examples, all in easily understood pseudo-code and suitable for use in real-world, large-scale data mining projectsComplete classroom support for instructors at www.mkp.com/datamining2e companion site

    This book provides a comprehensive overview of the principal types of renewable energy-including solar, thermal photovoltaics, bioenergy, hydro, tidal, wind, wave, and geothermal. In addition, the text explains the underlying physical and technological principles of renewable energy and examines the environmental impact and future prospects of different energy sources. It includes over 350 detailed illustrations, more than fifty tables of data, and a wide range of case studies. Renewable Energy, 2/e is ideal for undergraduate courses in energy, sustainable development, and environmental science.

    In its pages an analytically trained mind confronts some of the most pressing political issues of our day."—Ruth Schwartz Cowan, Isis

    Extensively updated, it contains unsurpassed independent and objective coverage of Windows Server 2012's key innovations, including improved virtualization components, enhanced security tools, new web and management resources, and Windows 8 integration. Windows Server 2012 Unleashed reflects the authors' extraordinary experience implementing Windows Server 2012 in large-scale environments since its earliest alpha releases, reaching back more than two years prior to its official launch. Microsoft MVP Rand Morimoto and his colleagues fully address every aspect of deploying and operating Windows Server 2012, including Active Directory, networking and core application services, security, migration from Windows Server 2003/2008, administration, fault tolerance, optimization, troubleshooting, and much more. Valuable for Windows professionals at all skill levels, this book will be especially indispensable for intermediate-to-advanced level professionals seeking expert, in-depth solutions. Every chapter contains tips, tricks, best practices, and lessons learned from actual deployments: practical information for using Windows Server 2012 to solve real business problems. Plan and migrate from Windows Server 2003 and 2008 Leverage powerful capabilities that are truly new in Windows Server 2012 Install Windows Server 2012 and the GUI-less Windows Server Core Upgrade to Windows Server 2012 Active Directory Utilize advanced AD capabilities including federated forests and identity management Plan and deploy network services, from DNS and DHCP to IPv6, IPAM, and IIS Protect systems and data with server-level security, transport-level security, and security policies Deliver true end-to-end secured anytime/anywhere access to remote/mobile clients Efficiently configure and manage users, sites, OUs, domains, and for­ests through Server Manager console Create more fault-tolerant environ­ments with DFS, clustering, and Network Load Balancing Leverage major Hyper-V virtualization improvements in availability, redun­dancy, and guest support Manage Active Directory more efficiently with Active Directory Administrative Center, Best Practice Analyzer, and PowerShell scripts Systematically tune, optimize, debug, and troubleshoot Windows Server 2012

    No statistical knowledge is required, and your programming skills can range from hobbyist to pro.Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to: Create artful graphs to visualize complex data sets and functions Write more efficient code using parallel R and vectorization Interface R with C/C++ and Python for increased speed or functionality Find new R packages for text analysis, image manipulation, and more Squash annoying bugs with advanced debugging techniques Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.

    This highly anticipated fourth edition of the most ...Download Link : readmeaway.com/download?i=0128042915            0128042915 Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF by Ian H. WittenRead Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF from Morgan Kaufmann,Ian H. WittenDownload Ian H. Witten's PDF E-book Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

    Some offer quick, silver-bullet remedies--a straight line to success!--and some are so technical that readers get lost before they begin.Now, there's Mapping Innovation, a refreshing alternative in the crowded business innovation space. Engaging and informative without sacrificing substance and expertise, this groundbreaking guide provides thorough background on some of the greatest innovations of the past century as well as . It details the processes that advanced them from inception to world-changing products--and shows you how to replicate their success.Business innovation expert Greg Satell helps you find your way by revealing the four models of innovation: Basic Research, Breakthrough Innovation, Sustaining Innovation, and Disruptive Innovation. One size does not fit all, so he provides a framework--the Innovation Matrix--for discovering which "type" of innovation process best suits the problem you need to solve. It's about asking the right questions, so that you can apply the right strategies to the problems you need to solve. In the end, you'll have a crystal clear model for disrupting the marketplace, scaling your efforts to propel your enterprise forward, and leverage digital platforms to your advantage.Mapping Innovation offers a simple and accessible but powerful approach to developing a strategy that will put you light years ahead of the competition!.

    Exposing the true status of the world's dwindling energy supplies, Jeremy Leggett reveals the scale of the disaster looming over our planet, and the action each and every one of us must take - right now - to stand a chance of averting it.

    Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

    More than 250 challenging practice questions have been completely revised to closely model the format, tone, topics, and difficulty of the real exam. An integrated study system based on proven pedagogy, exam coverage includes step-by-step exercises, special Exam Watch notes, On-the-Job elements, and Self Tests with in-depth answer explanations to help reinforce and teach practical skills.Praise for the author:"Finally A Java certification book that explains everything clearly. All you need to pass the exam is in this book."--Solveig Haugland, Technical Trainer and Former Sun Course Developer"Who better to write a Java study guide than Kathy Sierra, the reigning queen of Java instruction? Kathy Sierra has done it again--here is a study guide that almost guarantees you a certification "--James Cubeta, Systems Engineer, SGI"The thing I appreciate most about Kathy is her quest to make us all remember that we are teaching people and not just lecturing about Java. Her passion and desire for the highest quality education that meets the needs of the individual student is positively unparalleled at SunEd. Undoubtedly there are hundreds of students who have benefited from taking Kathy's classes."--Victor Peters, founder Next Step Education & Software Sun Certified Java Instructor"I want to thank Kathy for the EXCELLENT Study Guide. The book is well written, every concept is clearly explained using a real life example, and the book states what you specifically need to know for the exam. The way it's written, you feel that you're in a classroom and someone is actually teaching you the difficult concepts, but not in a dry, formal manner. The questions at the end of the chapters are also REALLY good, and I am sure they will help candidates pass the test. Watch out for this Wickedly Smart book."-Alfred Raouf, Web Solution Developer, Kemety.Net"The Sun Certification exam was certainly no walk in the park but Kathy's material allowed me to not only pass the exam, but Ace it "--Mary Whetsel, Sr. Technology Specialist, Application Strategy and Integration, The St. Paul Companies

    They have most of the usual modern conveniences: fridge, freezer, washer, computer, cell phone, hot tub, vacuum, hair dryer, flat screen TV with surround sound...and they do it all without plugging into the power grid. Their house is wood-heated, their fuel is non-petrol; they grow their own food, put up their harvest, make their own wine, and drop fresh canned peaches into the solar-powered blender for the morning smoothies... It's a simple life that works: zero waste, total recycling, and no “unnecessary necessities.” Others have done this, but the Carns' are doing it in such a dramatic, inventive way that people flock to their astonishing Stone Camp home to learn Ted's secrets. More than a dozen universities and colleges in the Tri-State/Mid-Atlantic area bring professors and students to Stone Camp every year to observe first-hand the remarkable lifestyle of Ted and Kathy Carns. Off...On Our Own is Ted's manual for living off-grid, told with Mark Twainesque humor and irreverence: how he created the various systems that power the Stone Camp (includes a how-to chapter)...and what he thinks about oil, self-reliance, waste, nature and reducing one's carbon footprint to walk more gently on the earth. The book is illustrated throughout with more than 60 black and white photos.

    Indeed, what began as an initial response of many institutions -- denial and delay -- has now grown into a crime against humanity. The fossil fuel industry is directing the Bush administration's energy and climate policies-payback for helping Bush get elected. But they're not the only ones to blame: the media and environmental activists are unwittingly worsening the crisis. In his new introduction, Gelbspan reveals that the outlook isn't getting better. The climate continues to change with increasing acceleration: hurricanes devastated Florida; rainfall patterns left two million people starving in Kenya; 2004 was the fourth hottest year on record. At the same time, the coal industry was planning to sabotage an effort in the Senate to begin to regulate carbon dioxide. Officials of Switzerland, France, and Canada said last year that, when the Kyoto Protocol takes effect, they intend to take the United States to court under the World Trade Organization, reasoning that the U.S.'s refusal to lower their carbon emissions amounts to an illegal subsidy-a "carbon subsidy"-on its exports. With the reelection of George W. Bush and a Republican-controlled congress, Boiling Point is more imperative than ever. Both a passionate call-to-arms and a thoughtful roadmap for change, Gelbspan reveals what's at stake for our fragile planet.

    With buyers now in possession of unlimited information, online content is quickly becoming the dominant driver for commerce. Today anyone working in sales or customer service needs to possess entirely new skills. Unfortunately most organizations are still using traditional selling and service models developed for a different time.In this new book by the author of the #1 bestseller The New Rules of Marketing & PR, David Meerman Scott demystifies the new digital commercial landscape and offers inspiring and valuable guidance for anyone not wanting to be left behind.Rich with revealing, first-hand accounts of real businesses that are charting this new territory and finding astounding success -- a bicycle manufacturer that engages customers with honest and revealing openness; an enterprising network of home basement repair contractors that educates clients with free publications and innovative visual software; and an independent physician who provides her patients with online video notes to help them follow detailed medical instructions -- The New Rules of Sales & Service shows how innovative businesses large and small are discovering new opportunities, strengthening customer loyalty, and mastering real-time buyer satisfaction.Among the topics covered in detail:Why the old rules of sales and service no longer work in an always-on world The new sales cycle and how informative Web content drives the buying process Providing agile, real-time sales and service 24/7 without letting it rule your life The importance of defining and understanding the buyer personas How agile customer service retains existing clients and expands new business Why content-rich websites motivate interest, establish authority, and drive sales How social media is transforming the role of salesperson into valued consultant Required reading for any organization that interacts with the public -- ranging from independent consultants to established large corporations and small businesses to new start-ups and non-profits -- The New Rules of Sales & Service is the essential guidebook for anyone attempting to navigate the exciting and evolving digital landscape.Note: The New Rules of Sales & Service is neither an update nor a sequel to The New Rules of Marketing & PR; rather it complements the earlier book. Each book focuses on and outlines different strategies: Marketing and PR use online content to reach many buyers at once; Sales and Service use online content to reach buyers one at a time. The New Rules of Sales & Service tailors its strategies and tactics to reflect this difference.