His firsthand experiences are collected in this highly personal account of the rough and tumble world of modern politics and the growing disenchantment with Australia’s Labor Party. Button describes how politics took a detrimental toll on his own family, revealing that the death of his brother haunted their father—who in turn blamed the tragedy on his all-consuming absorption of politics. This moving memoir paints a colorful picture of the machinations of government and shows how far the party has strayed from the idealism and pragmatism of previous generations, ending on a hopeful note for the party’s revival.

    A six-step model offers invaluable assistance for selecting a topic, searching the literature, developing arguments, surveying the literature, critiquing the literature, and writing the literature review.

    Itzik Ben-Gan explains key T-SQL concepts and helps you apply your knowledge with hands-on exercises. The book first introduces T-SQL's roots and underlying logic. Next, it walks you through core topics such as single-table queries, joins, subqueries, table expressions, and set operators. Then the book covers more-advanced data-query topics such as window functions, pivoting, and grouping sets. The book also explains how to modify data, work with temporal tables, and handle transactions, and provides an overview of programmable objects. Microsoft Data Platform MVP Itzik Ben-Gan shows you how to: Review core SQL concepts and its mathematical roots Create tables and enforce data integrity Perform effective single-table queries by using the SELECT statement Query multiple tables by using joins, subqueries, table expressions, and set operators Use advanced query techniques such as window functions, pivoting, and grouping sets Insert, update, delete, and merge data Use transactions in a concurrent environment Get started with programmable objects-from variables and batches to user-defined functions, stored procedures, triggers, and dynamic SQL

    With Every Mistake is not only a collection of the very best of Dyer’s recent work, but an examination of how, time and again, the media skews fact and opinion, wielding formidable influence on how we all shape our own thoughts. And why is so much of the information wrong? Is it herd instinct, official manipulation, robber-baron owners with ideological obsessions — or just the conflict between the inherently bitty, short-term nature of news reporting and analysis and the longer perspectives needed to understand what is actually going on? How much misinformation stems from simple ignorance and laziness?

    Millions of listeners hear arresting, intimate storytelling from an ever-widening array of producers on programs including This American Life, StoryCorps, and Radio Lab; online through such sites as Transom, the Public Radio Exchange, Hearing Voices, and Soundprint; and through a growing collection of podcasts.Reality Radio celebrates today's best audio documentary work by bringing together some of the most influential and innovative practitioners from the United States, Canada, the United Kingdom, and Australia. In these nineteen essays, documentary artists tell--and demonstrate, through stories and transcripts--how they make radio the way they do, and why.Whether the contributors to the volume call themselves journalists, storytellers, even audio artists--and although their essays are just as diverse in content and approach--all use sound to tell true stories, artfully.Contributors: Jad AbumradJay Allisondamali ayoJohn BiewenEmily BoteinChris BrookesScott CarrierKatie DavisSherre DeLysLena Eckert-ErdheimIra GlassAlan HallNatalie KestecherThe Kitchen SistersMaria MartinKaren MichelRick MoodyJoe RichmanDmae RobertsStephen SmithSandy Tolan

    Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    Twice every three days another citizen is shot, stabbed, or bludgeoned to death. At the center of this hurricane of crime is the city's homicide unit, a small brotherhood of hard men who fight for whatever justice is possible in a deadly world.David Simon was the first reporter ever to gain unlimited access to a homicide unit, and this electrifying book tells the true story of a year on the violent streets of an American city. The narrative follows Donald Worden, a veteran investigator; Harry Edgerton, a black detective in a mostly white unit; and Tom Pellegrini, an earnest rookie who takes on the year's most difficult case, the brutal rape and murder of an eleven-year-old girl.Originally published fifteen years ago, Homicide became the basis for the acclaimed television show of the same name. This new edition--which includes a new introduction, an afterword, and photographs--revives this classic, riveting tale about the men who work on the dark side of the American experience.

    This great beginner's guide also provides an easy introduction to reading and playing music - so whether you have no previous musical experience OR are simply new to the keyboard, this clear and concise guide will have you playing tunes on your new keyboard in no time ! For kids under the age of 10, you may prefer Ben's My First Keyboard book instead - created especially for the youngest beginner. Search under Ben Parker. * Easy to follow instructions and illustrations * Simple exercises to follow and practice * Learn at your own pace * Fun and easy songs, exercises and tunes to play * Simply follow the lessons in the book and you will be playing Keyboard in no time ! Ben Parker's best-selling range of beginner's music tuition books for adults and children include the 'How To Play'...and also the 'My First' series of books covering: Keyboard, Piano, Guitar, Ukulele, Banjo, Harmonica and Recorder.

     Police begin to suspect that their target is a rogue operator who has emerged from their own ranks. And then, all hell breaks loose in Los Angeles… An arrest in the strangling murders of two co-eds across state lines finally leads to a break in the case, but the mild-mannered suspect remembers nothing about the crime of which he is accused. His attorney and a team of psychiatrists are convinced this is no lust murderer, but a mentally ill man tormented by an evil alter personality, the terrifyingly malevolent sexual sadist “Steve”. But what if Steve is the final triumphant act in a psychopath’s lifelong career in deception? None are prepared for the dark journey through the mazes of the human mind it will take to unlock the door to justice. From the author of the aviation disaster ebook bestseller “Gone: Catastrophe in Paradise”, “A City Owned” is the first installment of the two-part series “Murder by Increments”, the true story of the worst case of serial sex homicide in American history.

    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.

    With a new introduction by celebrated baseball writer Roger Kahn and a new afterword by the author, updating John Henry's first year of ownership after nearly six decades of the Yawkey dynasty, the legacy of the late Will McDonough, and the author's return to his native Boston after a seventeen-year absence, Shut Out has reopened the discussion of baseball, race, and Boston with a new candor.

    Learn about the components of a BI architecture, how to choose the appropriate tools and technologies, and how to roll out a BI strategy throughout the organisation.

    

    Theoretical, yet applied. Statistics for Business and Economics, Eleventh Edition, gives you the best of both worlds. Using a rich array of applications from a variety of industries, McClave/Sincich/Benson clearly demonstrates how to use statistics effectively in a business environment.The book focuses on developing statistical thinking so the reader can better assess the credibility and value of inferences made from data. As consumers and future producers of statistical inferences, readers are introduced to a wide variety of data collection and analysis techniques to help them evaluate data and make informed business decisions. As with previous editions, this revision offers an abundance of applications with many new and updated exercises that draw on real business situations and recent economic events. The authors assume a background of basic algebra.

    In the classroom, students are increasingly required to create web-based or multi-media productions that also include writing. Since writing in and for the online realm often defies standard writing conventions, this book defines digital writing and examines how best to integrate new technologies into writing instruction.Shows how to integrate new technologies into classroom lessons Addresses the proliferation of writing in the digital age Offers a guide for improving students' online writing skills The book is an important manual for understanding this new frontier of writing for teachers, school leaders, university faculty, and teacher educators.