The book will teach you about:* Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data* Deep learning, a powerful set of techniques for learning in neural networksNeural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.

    Now featuring more than 250 color illustrations throughout, this perennially popular guide is a must for novices who want to work with HTML or XHTML, which continue to be the foundation for any Web site The new edition features nearly 50 percent new and updated content, including expanded coverage of CSS and scripting, new coverage of syndication and podcasting, and new sample HTML projects, including a personal Web page, an eBay auction page, a company Web site, and an online product catalog The companion Web site features an eight-page expanded Cheat Sheet with ready-reference information on commands, syntax, colors, CSS elements, and more Covers planning a Web site, formatting Web pages, using CSS, getting creative with colors and fonts, managing layouts, and integrating scripts

    Miriam Ticktin focuses on France and its humanitarian immigration practices to argue that a politics based on care and protection can lead the state to view issues of immigration and asylum through a medical lens. Examining two “regimes of care”—humanitarianism and the movement to stop violence against women—Ticktin asks what it means to permit the sick and sexually violated to cross borders while the impoverished cannot? She demonstrates how in an inhospitable immigration climate, unusual pathologies can become the means to residency papers, making conditions like HIV, cancer, and select experiences of sexual violence into distinct advantages for would-be migrants. Ticktin’s analysis also indicts the inequalities forged by global capitalism that drive people to migrate, and the state practices that criminalize the majority of undocumented migrants at the expense of care for the exceptional few.

    In this important resource, a new cast of student affairs scholars and practitioners examine the changing context of the student experience in higher education, the evolution of the role of student affairs professionals, and the philosophies, ethics, and theories that guide the practice of student affairs work.The fifth edition covers a broad range of relevant topics including historical roots and development of the profession, philosophies and ethical standards, legal issues, theoretical bases of the profession, organizing and managing student affairs programs, and essential competencies: leadership, multiculturalism, supervision, teaching, counseling and helping skills, advising and consultation, conflict resolution, community development, professionalism, and developing institutional partnerships. It also addresses the future of student affairs practice and how it is informed by student learning outcomes and technology."The painstakingly thorough coverage of topics important to the profession of student affairs makes this handbook a valuable resource to the scholarly and practice communities of the profession." --John M. Braxton, professor, Higher Education Leadership and Policy Program, Peabody College, Vanderbilt University; editor, Journal of College Student Development"Continues three decades of excellence in providing a comprehensive set of resources that provides firm grounding for the higher education student affairs community in all aspects of our profession." --Michael J. Cuyjet, professor, Department of Educational and Counseling Psychology, University of Louisville"Casts an impressively wide net, thoroughly capturing critical topics and offering a deeply nuanced and technical, yet readily accessible narrative trajectory and study of student affairs in higher education." --Theresa A. Powell, vice president for student affairs, Temple University

    There can be so much information available that you can't even decide where to start. Or worse, you start down the path of learning and quickly discover too many concepts, commands, and nuances that aren't explained. This kind of experience is frustrating and leaves you with more questions than answers.Python Programming for Beginners doesn't make any assumptions about your background or knowledge of Python or computer programming. You need no prior knowledge to benefit from this book. You will be guided step by step using a logical and systematic approach. As new concepts, commands, or jargon are encountered they are explained in plain language, making it easy for anyone to understand. Here is what you will learn by reading Python Programming for Beginners: When to use Python 2 and when to use Python 3. How to install Python on Windows, Mac, and Linux. Screenshots included. How to prepare your computer for programming in Python. The various ways to run a Python program on Windows, Mac, and Linux. Suggested text editors and integrated development environments to use when coding in Python. How to work with various data types including strings, lists, tuples, dictionaries, booleans, and more. What variables are and when to use them. How to perform mathematical operations using Python. How to capture input from a user. Ways to control the flow of your programs. The importance of white space in Python. How to organize your Python programs -- Learn what goes where. What modules are, when you should use them, and how to create your own. How to define and use functions. Important built-in Python functions that you'll use often. How to read from and write to files. The difference between binary and text files. Various ways of getting help and find Python documentation. Much more... Every single code example in the book is available to download, providing you with all the Python code you need at your fingertips! Scroll up, click the Buy Now With 1 Click button and get started learning Python today!

    Grounded in the latest knowledge and filled with illustrative examples from diverse institutions, as well as helpful reflection questions, the book's guidance can be put to immediate use. In addition, the authors suggest ways of avoiding common pitfalls and address what to do when faced with budget fluctuations and changing fiscal environments."This book is vitally important for understanding the complex financial underpinnings of higher education. Could there be a more critical time for administrators to add to their knowledge in this area? I don't think so." --EUGENE S. SUNSHINE, senior vice president for business and finance, Northwestern University"The authors have produced an easily readable and valuable resource for board members, administrators, students, faculty, or anyone interested in knowing about budgeting and the budgeting process. Their treatment of the subject is thorough and complete." --LARRY H. DIETZ, vice chancellor for student affairs, Southern Illinois University, Carbondale"This is the best 'nitty-gritty-how-to' book on university budgeting that I have found. My graduate students at both the master's and doctoral levels have found it to be a comprehensive, insightful, and useful tool in their graduate studies." --LINDA KUK, program chair, Higher Education Graduate Programs, and associate professor of education, Colorado State University

    Packed with the most effective skills for assessing and treating anxiety, this workbook can be used alone or as a supplement to therapy to help you develop a full arsenal of skills for quieting worried thoughts and putting yourself back in control.This new edition has been thoroughly updated with the latest anxiety research and medications, and also includes new therapeutic techniques that have been proven effective for the treatment of anxiety and anxiety-related conditions. Each worksheet in this book will help you learn the skills you need to manage your anxiety and start living more freely than you ever thought possible. With this workbook, you'll learn a range of proven methods for overcoming anxiety, such as relaxation and breathing techniques, challenging negative self-talk and mistaken beliefs, and imagery and real-life desensitization. In addition, you will learn how to make lifestyle, nutrition, and exercise changes and cultivate skills for preventing and coping with and preventing panic attacks.

    A wealth of accompanying figures and exercises illustrate and develop the material in more depth. They describe what a quantum computer is, how it can be used to solve problems faster than familiar "classical" computers, and the real-world implementation of quantum computers. Their book concludes with an explanation of how quantum states can be used to perform remarkable feats of communication, and of how it is possible to protect quantum states against the effects of noise.

    Completely self-contained, heavily illustrated, and mathematically accessible, it has a scope of application that is not limited to the solution of specialized problems. Digital Image Fundamentals. Image Enhancement in the Spatial Domain. Image Enhancement in the Frequency Domain. Image Restoration. Color Image Processing. Wavelets and Multiresolution Processing. Image Compression. Morphological Image Processing. Image Segmentation. Representation and Description. Object Recognition.

    Gerard, PhD, its chief learning officer, candidly describe the triumphs and stumbles of a seven-year journey to lean healthcare, an effort that continues today and that has slashed medical errors, improved patient outcomes, raised staff morale, and saved $27 million dollars in costs without layoffs. Find out:> How lean techniques of value-stream-mapping and rapid improvement events cut the average “door-to-balloon” time for heart attack patients at two hospitals from 90 minutes to 37.> What ThedaCare leaders did to replace medicine’s “shame and blame” culture with a lean culture based on continuous improvement and respect for people.> How the lean principle of “building in quality at the source” broke down divisions among medical specialties allowing teams to develop patient care plans faster.> Why traditional modern management is the single biggest impediment to lean healthcare.> How the plan-do-study-act cycle coupled with rapid improvement events cut the wait time at a robotic radiosurgery unit from 26 days to six.> How the lean concept of “one piece flow” saved time in treating ischemic stroke patients, increasing the number of patients receiving a CT scan within 25 minutes from 51% to 89%.> How senior leaders at other healthcare organizations can begin their own lean transformations using a nine-step action plan based on what ThedaCare did — and what it would do differently.Toussaint and Gerard prove that lean healthcare does not mean less care. On the Mend shows that when care is truly re-designed around patients, waste and errors are eliminated, quality improves, costs come down, and healthcare professionals have more time to spend with patients, who get even better care.

    In Standard Deviations, economics professor Gary Smith walks us through the various tricks and traps that people use to back up their own crackpot theories. Sometimes, the unscrupulous deliberately try to mislead us. Other times, the well-intentioned are blissfully unaware of the mischief they are committing. Today, data is so plentiful that researchers spend precious little time distinguishing between good, meaningful indicators and total rubbish. Not only do others use data to fool us, we fool ourselves.With the breakout success of Nate Silver’s The Signal and the Noise, the once humdrum subject of statistics has never been hotter. Drawing on breakthrough research in behavioral economics by luminaries like Daniel Kahneman and Dan Ariely and taking to task some of the conclusions of Freakonomics author Steven D. Levitt, Standard Deviations demystifies the science behind statistics and makes it easy to spot the fraud all around.

    Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points.The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated referencesNow current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.

    Revealing the latest findings in neuroscience and psychology, along with engaging examples of artists and innovators throughout history, the book shines a light on the practices and habits of mind that promote creative thinking. Kaufman and Gregoire untangle a series of paradoxes— like mindfulness and daydreaming, seriousness and play, openness and sensitivity, and solitude and collaboration – to show that it is by embracing our own contradictions that we are able to tap into our deepest creativity. Each chapter explores one of the ten attributes and habits of highly creative people: Imaginative Play * Passion * Daydreaming * Solitude * Intuition * Openness to Experience * Mindfulness * Sensitivity * Turning Adversity into Advantage * Thinking Differently With insights from the work and lives of Pablo Picasso, Frida Kahlo, Marcel Proust, David Foster Wallace, Thomas Edison, Josephine Baker, John Lennon, Michael Jackson, musician Thom Yorke, chess champion Josh Waitzkin, video-game designer Shigeru Miyamoto, and many other creative luminaries, Wired to Create helps us better understand creativity – and shows us how to enrich this essential aspect of our lives.

    In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.

    In this book you will see how commonly performed operations can be found to be useless or even harmful when properly evaluated. That these claims come from an experienced, practicing orthopedic surgeon who performs many of these operations himself, makes the unsettling argument particularly compelling. Of course no surgeon is recommending invasive surgery in bad faith, but Ian Harris argues that the evidence for the success for many common operations, including knee arthroscopies, back fusion or cardiac stenting, become current accepted practice without full examination of the evidence.