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

    When is it still worth it? Law professor Paul Campos answers that question in this book, which gives prospective law students, their families, and current law students the tools they need to make a smart decision about applying to, enrolling in, and remaining in law school. Campos explains how the law school game is won and lost, from the perspective of an insider who has become the most prominent and widely cited critic of the deceptive tactics law schools use to convince the large majority of law students to pay far more for their law degrees than those degrees are worth.DON’T GO TO LAW SCHOOL (UNLESS) reveals which law schools are still worth attending, at what price, and what sorts of legal careers it makes sense to pursue today. It outlines the various economic and psychological traps law students and new lawyers fall into, and how to avoid them. This book is a must-read if you or someone you care about is considering law school, or wondering whether to stay enrolled in one now.

     -Byte, September 1995 I can't begin to tell you how many pleasurable hours of study and recreation they have afforded me! I have pored over them in cars, restaurants, at work, at home... and even at a Little League game when my son wasn't in the line-up. -Charles Long If you think you're a really good programmer... read [Knuth's] Art of Computer Programming... You should definitely send me a resume if you can read the whole thing. -Bill Gates It's always a pleasure when a problem is hard enough that you have to get the Knuths off the shelf. I find that merely opening one has a very useful terrorizing effect on computers. -Jonathan Laventhol This first volume in the series begins with basic programming concepts and techniques, then focuses more particularly on information structures-the representation of information inside a computer, the structural relationships between data elements and how to deal with them efficiently. Elementary applications are given to simulation, numerical methods, symbolic computing, software and system design. Dozens of simple and important algorithms and techniques have been added to those of the previous edition. The section on mathematical preliminaries has been extensively revised to match present trends in research. Ebook (PDF version) produced by Mathematical Sciences Publishers (MSP), http: //msp.org

    The authors' six-step model clearly illustrates and elucidates the process of dealing with people in crisis: Defining the Problem, Ensuring Client Safety, Providing Support, Examining Alternatives, Making Plans, and Obtaining Commitment. Using this model, the authors then build specific strategies for handling a myriad of different crisis situations, accompanied in many cases with the dialogue that a practitioner might use when working with the individual in crisis. New videos, available through a DVD and through CourseMate (both of which are available for purchase with the text), correlate with the text and demonstrate crisis intervention techniques, ensuring that you not only understand the theoretical underpinnings of crisis intervention theories, but also know how to apply them in crisis situations.

    This course is usually the first course taught at the undergraduate level. Marketers understand that even the best products and services will go unsold if they cannot communicate the value to the customer. Understanding this value-based approach is critical for marketing students today, and is at the forefront of this text, setting it apart. This approach is emphasized throughout the text, and demonstrated through the use of the Adding Value boxes found in each chapter. Presents a concise, impactful, and easy to read approach to Principles of Marketing. The text delivers value to both instructor and student through the engaging style and online assignment and assessment options. With monthly updates provided in a newsletter and the dynamic video program, the instructor support provided will bring marketing to life in any class setting.

    This edition contains four new cultural collages which trace four topics, such as "The City", up to the present day. An accompanying audiotape for instructors is also available.

    Through vivid narrative, lively presentations of important research, and intriguing examples, Elliot Aronson probes the patterns and motives of human behavior, covering such diverse topics as terrorism, conformity, obedience, politics, race relations, advertising, war, interpersonal attraction, and the power of religious cults.

    

    You'll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you'll put your new knowledge into practice with three substantial projects: a Space Invaders-inspired arcade game, data visualizations with Python's super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course, you'll learn how to: Use powerful Python libraries and tools, including matplotlib, NumPy, and PygalMake 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progressesWork with data to generate interactive visualizationsCreate and customize simple web apps and deploy them safely onlineDeal with mistakes and errors so you can solve your own programming problemsIf you've been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!

    Insomnia, sleep deprivation, snoring and sleep apnea — this comprehensive resource has it all. … Dr. Andrew Weil Andrew Thomas Weil is an American medical doctor, teacher, and best-selling author on holistic health. He is founder, professor, and director of the Arizona Center for Integrative Medicine at the University of Arizona. * * * * * * * * After decades of research, author, Ronald M. Bazar, presents Sleep Secrets, an all-inclusive guide to discovering the underlying causes of your insomnia and how to cure it. From ancient time-proven sleep wisdom to cutting-edge products, from expert sleep-doctor advice to insightful tips, from new research insights to highly successful mind-body methodologies and breakthrough practices, this remarkable resource gives you all of the information you need to change your sleep habits forever. Bazar has had decades of direct experience in natural and alternative health solutions as well as manufacturing and retailing good-sleep products. In the author’s own words: My research in those fields has aided me in my pursuit to find as many pieces as I could to the puzzle of insomnia. What I realize from my research is that every one of us is unique and the problems that stand in our way of having a good night’s sleep are individual to each of us. There is no one-size-fits-all approach to solving your sleep difficulties. And that’s where my new book, Sleep Secrets, displays its strength. Sleep Secrets will give you the information you need to discover the underlying causes of your insomnia. As well, it will encourage you to choose the solutions that work for you, your lifestyle and your special requirements. Sleep Secrets is for you if: • You have trouble sleeping even when you are tired. • You worry instead of falling asleep. • You take more than 30 minutes to fall asleep. • You wake in the night and take more than 30 minutes to fall back to sleep. • You have sleep patterns that negatively affect your sex life. • You want to stop taking sleeping pills. • You wake up exhausted. • You are fatigued at work. • You are drowsy and have difficulty concentrating. • You are moody or depressed. • You suffer from increasing health issues. • You suffer from snoring or sleep apnea. • You realize lack of sleep is affecting your work, your relationships and possibly your physical safety. • You are young or old and suffer from sleep deprivation. Sleep Secrets is a comprehensive, educational, and entertaining resource guide designed to help you find your unique sleep solutions and enjoy deep, restful, rejuvenating sleep. Scroll back to the top of the page and select the Buy button.

    Written more than two decades after Democracy and Education (Dewey's most comprehensive statement of his position in educational philosophy), this book demonstrates how Dewey reformulated his ideas as a result of his intervening experience with the progressive schools and in the light of the criticisms his theories had received.Analyzing both "traditional" and "progressive" education, Dr. Dewey here insists that neither the old nor the new education is adequate and that each is miseducative because neither of them applies the principles of a carefully developed philosophy of experience. Many pages of this volume illustrate Dr. Dewey's ideas for a philosophy of experience and its relation to education. He particularly urges that all teachers and educators looking for a new movement in education should think in terms of the deeper and larger issues of education rather than in terms of some divisive "ism" about education, even such an "ism" as "progressivism." His philosophy, here expressed in its most essential, most readable form, predicates an American educational system that respects all sources of experience, one that offers a true learning situation that is both historical and social, both orderly and dynamic.

    This is the only guide that includes 5 previously administered, full-length ACT tests written by the actual test maker (including 2 NEW practice tests). Also included is ACT content and procedures you'll follow when actually taking the test, along with in-depth review of the optional Writing Test and how it is scored; examples of all the question types; and suggestions on how you might approach the questions. The supplemental CD features a complete electronic copy of Peterson's Cool Colleges 101 and additional online college planning resources from Peterson's.The only guide that includes 5 previously administered, full-length ACT tests written by the actual test maker (including 2 NEW practice tests)ACT content and procedures you'll follow when actually taking the testValuable information about tuition payment plansAll the question types you can expect to find on the ACTSuggestions on how you might approach the questions and Peterson's tried-and-true test-taking strategies and tips

    The main objectives of this text are to inform students of learning theoretical principles, concepts, and research findings, especially as they relate to education, and to provide applications of principles and concepts in settings where teaching and learning occur.

    History is designed to meet the scope and sequence requirements of most introductory courses. The text provides a balanced approach to U.S. history, considering the people, events, and ideas that have shaped the United States from both the top down (politics, economics, diplomacy) and bottom up (eyewitness accounts, lived experience). U.S. History covers key forces that form the American experience, with particular attention to issues of race, class, and gender.

    Companies that think winning their business is a simple matter of creating a Twitter account and applying outdated notions of "cool" to their advertising are due for a rude awakening. "Marketing to Millennials "is both an enlightening look at this generation of consumers and a practical plan for earning their trust and loyalty. Based on original market research, the book reveals the eight attitudes shared by most Millennials, as well as the new rules for engaging them successfully. Millennials: - Value social networking and aren't shy about sharing opinions - Refuse to remain passive consumers--they expect to participate in product development and marketing - Demand authenticity and transparency - Are highly influential--swaying parents "and" peers - Are not all alike--understanding key segments is invaluable Featuring expert interviews and profiles of brands doing Millennial marketing right, this eye-opening book is the key to persuading the customers who will determine the bottom line for decades to come.