Download or read book Model Based Machine Learning written by John Winn and published by CRC Press. This book was released on 2023-11-30 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learning is connecting the abstract mathematics of a machine learning technique to a concrete, real world problem. This book tackles this challenge through model-based machine learning which focuses on understanding the assumptions encoded in a machine learning system and their corresponding impact on the behaviour of the system. The key ideas of model-based machine learning are introduced through a series of case studies involving real-world applications. Case studies play a central role because it is only in the context of applications that it makes sense to discuss modelling assumptions. Each chapter introduces one case study and works through step-by-step to solve it using a model-based approach. The aim is not just to explain machine learning methods, but also showcase how to create, debug, and evolve them to solve a problem. Features: Explores the assumptions being made by machine learning systems and the effect these assumptions have when the system is applied to concrete problems. Explains machine learning concepts as they arise in real-world case studies. Shows how to diagnose, understand and address problems with machine learning systems. Full source code available, allowing models and results to be reproduced and explored. Includes optional deep-dive sections with more mathematical details on inference algorithms for the interested reader.

Download or read book Screening written by Angela E. Raffle and published by Oxford University Press. This book was released on 2019-06-06 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Screening programmes involve the systematic offer of testing for populations or groups of apparently healthy people to identify individuals who may be at future risk of a particular medical condition or disease, with the aim of offering intervention to reduce their risk. For many years, screening was practised without debate, and without evidence, but in the 1960s serious challenges were raised about many of the screening procedures then being practised. Benefits and harms of screening must be measured in high quality trials, and the benefits of screening must be weighed alongside the negative side-effects. Concerns were raised about potential and actual harm arising when people without a health problem received dangerous and unnecessary investigations and treatments as a result of routine screening tests. Controversy raged, and it took some 50 years to achieve widespread recognition that evidence-based and quality assured programme delivery was essential, coupled with provision of balanced informed to enable informed choice for potential participants. Commercially motivated provision of poor quality and non-evidence based screening tests is increasing and screening remains a highly contested topic that has relevance in all health systems including for the general public and media. This book serves as a practical and comprehensive guide to all aspects of screening. Following the international success of the first edition, this second edition brings extensive updates and new case study material. The first section deals with concepts, methods, and evidence, charts the story of screening back to 1861, and covers all aspects of a screening programme and how to research the full consequences. The second section is a practical guide to sound policy-making and to high quality delivery of best value screening. The controversies, paradoxes, uncertainties, and ethical dilemmas of screening are explained, and each chapter is packed with examples, real-life case histories, helpful summary points, and self-test questions. Reference is made to the NHS, a leader in screening, but the primary focus is on universal principles, making the book highly relevant across the globe.

Download or read book Blackstone s Handbook for Policing Students 2018 written by Sofia Graça and published by Oxford University Press, USA. This book was released on 2017-09-14 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blackstone's Handbook for Policing Students 2018 reflects the multitude of avenues into policing now open to future police officers, from pre-join courses to progression from serving as a Special or working as a PCSO. Covering the major requirements of the revised Certificate in Knowledge of Policing (2015), as well as the IPLDP Diploma in Policing, this book is a must-have for anyone embarking on a career in the police. Divided into six parts, representing key stages in your progression from pre-join programmes, to initial training and then confirmation, the Handbook leads you through the topics, covering theory, discussion, and practice while developing skills of analysis, problem solving, and forms of reasoning. Coupled with a comprehensive and accessible style, the book ensures you have the knowledge and understanding necessary to undertake independent patrol in a professional and competent manner. Key topics covered include stop, search and entry; alcohol and drug offences; sexual offences; interviewing; and intelligence, as well as a new chapter on cybercrime. Parts of initial police training common to all new entrants are easily identified and there are specific chapters on qualification structures and training and assessment, meeting the needs of students whether you are entering policing through pre-join schemes or through an alternative qualification route. This new structure means it is possible for students to omit certain parts of the Handbook whilst still meeting the mandatory requirements of the revised Diploma in Policing.

Download or read book Outrage The Five Reasons Why O J Simpson Got Away with Murder written by Vincent Bugliosi and published by W. W. Norton & Company. This book was released on 2008-02-17 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Provocative and entertaining…A powerful and damning diatribe on Simpson’s acquittal." —People Here is the account of the O. J. Simpson case that no one dared to write, that no one else could write. In this #1 New York Times bestseller, Vincent Bugliosi, the famed prosecutor of Charles Manson and author of Helter Skelter, goes to the heart of the trial that divided the country and made a mockery of justice. He lays out the mountains of evidence; rebuts the defense; offers a thrilling summation; condemns the monumental blunders of the judge, the "Dream Team," and the media; and exposes, for the first time anywhere, the shocking incompetence of the prosecution.

Download or read book Electronic Evidence and Electronic Signatures written by Seng MASON and published by . This book was released on 2021-07 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Digital Evidence and Computer Crime written by Eoghan Casey and published by Academic Press. This book was released on 2011-04-20 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though an increasing number of criminals are using computers and computer networks, few investigators are well versed in the issues related to digital evidence. This work explains how computer networks function and how they can be used in a crime.

Download or read book 501 GMAT Questions written by LearningExpress (Organization) and published by Learning Express (NY). This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive study guide divided into four distinct sections, each representing a section of the official GMAT.

Download or read book Blackstone s Criminal Practice 2019 written by Professor David Ormerod Qc and published by Oxford University Press, USA. This book was released on 2018-12-11 with total page 3510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Led by Professor David Ormerod QC and David Perry QC, our team of authors has been hand-picked to ensure that you can trust our unique combination of authority and practicality. With a simultaneous supplement containing essential materials, you can rely on Blackstone's Criminal Practice to be your constant companion through every courtroom appearance. This new edition has been meticulously revised to provide extensive coverage of all new legislation, case law, and Practice Directions. With supplements, free Quarterly Updates, and monthly web updates, you can trust Blackstone's Criminal Practice to provide reassurance on all the latest developments in criminal law and procedure.

Download or read book The Trust Revolution written by M.Todd Henderson and published by Cambridge University Press. This book was released on 2019-08-15 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traces the history of innovation and trust, demonstrating how the Internet offers new ways to rehabilitate and strengthen trust.

Download or read book Handbook of Psychology in Legal Contexts written by David Carson and published by John Wiley & Sons. This book was released on 2003-07-11 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this popular international handbook highlights the developing relationship between psychology and the law. Consisting of all-new material and drawing on the work of practitioners and academics from the UK, Europe, North America and elsewhere, this volume looks not only at the more traditional elements of psychology and the law - the provision of psychological assessments about individuals to the courts - but also many of the recent developments, such as the interaction between psychologists and other professionals, decision-making by judges and juries, and the shaping of social policy and political debate. Contemporary and authoritative in its scope, the second edition of The Handbook of Psychology in Legal Contexts will again prove to be a valuable resource for scholars and students, as well as being a vital tool for all professionals working in the field. * Well known editors and an international list of authors, most of whom are leaders in their field * Focus on psychological concepts and knowledge that will enlighten best practice and research * The focus on process and issues ensures that the book is not limited in interest by specific legal codes or legislation, it is international * More than an updating of the old chapters, really a rethinking of the field and what is now important and emerging

Download or read book Entrepreneurship written by Marc J. Dollinger and published by . This book was released on 2003 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For junior/senior/graduate-level courses in Entrepreneurship, New Venture Creation, and Small Business Strategy. Based on the premise that entrepreneurship can be studied systematically, this text offers a comprehensive presentation of the best current theory and practice. It takes a resource-based point-of-view, showing how to acquire and use resources and assets for competitive advantage. FOCUS ON THE NEW ECONOMY * NEW-Use of the Internet-Integrated throughout with special treatment in Ch. 6. * Demonstrates to students how the new economy still follows many of the rigorous rules of economics, and gives them examples of business-to-business and business-to-customer firms so that they can build better business models. * NEW-2 added chapters on e-entrepreneurship-Covers value pricing; market segmentation; lock-in; protection of intellectual property; and network externalities. * Examines the new economy and the types of resources, capabilities, and strategies that are needed for success in the Internet world. * Resource-based theory-Introduced in Ch. 2 and revisited in each subsequent chapter to help tie concepts together. * Presents an overarching framework, and helps students focu

Download or read book Introduction to Information Systems written by R. Kelly Rainer and published by John Wiley & Sons. This book was released on 2008-01-09 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: WHATS IN IT FOR ME? Information technology lives all around us-in how we communicate, how we do business, how we shop, and how we learn. Smart phones, iPods, PDAs, and wireless devices dominate our lives, and yet it's all too easy for students to take information technology for granted. Rainer and Turban's Introduction to Information Systems, 2nd edition helps make Information Technology come alive in the classroom. This text takes students where IT lives-in today's businesses and in our daily lives while helping students understand how valuable information technology is to their future careers. The new edition provides concise and accessible coverage of core IT topics while connecting these topics to Accounting, Finance, Marketing, Management, Human resources, and Operations, so students can discover how critical IT is to each functional area and every business. Also available with this edition is WileyPLUS - a powerful online tool that provides instructors and students with an integrated suite of teaching and learning resources in one easy-to-use website. The WileyPLUS course for Introduction to Information Systems, 2nd edition includes animated tutorials in Microsoft Office 2007, with iPod content and podcasts of chapter summaries provided by author Kelly Rainer.

Download or read book Performance Measurement and Management written by Malcolm Smith and published by SAGE. This book was released on 2005-04-09 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management accountancy has a dynamic role to play in the competitive strategy of modern global businesses. This book sets out key strategic principles and then assesses how management accountancy can affect and direct these strategies. Engaging case studies reveal how theories and concepts translate into real business practice. Throughout, the book emphasizes: - how accounting initiatives can trigger assessment and improvement of performance management - the importance of managerial decision making to good business practice - how today's management accountancy measures against current research Written for advanced undergraduate, postgraduate and MBA students taking courses on management accounting and performance measurement and management, the book will be also of interest to management and business consultants, professional accountants and accounting academics.

Download or read book Blackstone s Police Manuals 2021 Four Volume Set written by Paul Connor and published by Oxford University Press, USA. This book was released on 2020-08-25 with total page 976 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only official books for police officers preparing for the NPPF Step Two Legal Examination containing the syllabus on which the examinations are based. Endorsed by the College of Policing, these are the most effective revision books for exam candidates.

Download or read book Blackstones Police Investigators Manual and Workbook 2021 written by PAUL. CONNOR and published by . This book was released on 2020-11-26 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The officially endorsed study texts for the National Investigators' Exam (NIE). Based on the bestselling Blackstone's Police Manuals, the Investigators' Manual provides all the legal knowledge and syllabus requirements, while the Investigators' Workbook offers exercises to test understanding and Type A multiple-choice questions.

Download or read book The Police Conduct Regulations 2020 written by GREAT BRITAIN. and published by . This book was released on 2020-01-14 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enabling power: Police Act 1996, ss. 50 (1) (2) (e) (f), (2A) (3) (3A) to (3G), (4) (7), 51 (1) (2) (ba) (c) (2A) to (2H), (3A) (4), 84 (1) to (6), 88A (2) (b), 88G (1) (b) & Police Reform Act 2002, s. 36 (1) (a) (b), sch. 3, para. 29. Issued: 14.01.2020. Sifted: -. Made: 06.01.2020. Laid: 10.01.2020. Coming into force: 01.02.2020. Effect: S.I. 1965/536; 2017/1135 amended & S.I. 2017/1134 partially revoked & S.I. 2012/2632; 2014/3347; 2015/626 revoked with saving. Territorial extent & classification: E/W. General

Download or read book Nondiscrimination on the Basis of Sex in Education Programs Or Activities Receiving Federal Financial Assistance Us Department of Education Regulation Ed 2018 Edition written by The Law The Law Library and published by Createspace Independent Publishing Platform. This book was released on 2018-07-22 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nondiscrimination on the Basis of Sex in Education Programs or Activities Receiving Federal Financial Assistance (US Department of Education Regulation) (ED) (2018 Edition) The Law Library presents the complete text of the Nondiscrimination on the Basis of Sex in Education Programs or Activities Receiving Federal Financial Assistance (US Department of Education Regulation) (ED) (2018 Edition). Updated as of May 29, 2018 The Secretary amends the regulations implementing Title IX of the Education Amendments of 1972 (Title IX), which prohibits sex discrimination in federally assisted education programs and activities. These amendments clarify and modify Title IX regulatory requirements pertaining to the provision of single-sex schools, classes, 1 and extracurricular activities in elementary and secondary schools. The amendments expand flexibility for recipients to provide single-sex education, and they explain how single-sex education may be provided consistent with the requirements of Title IX. This book contains: - The complete text of the Nondiscrimination on the Basis of Sex in Education Programs or Activities Receiving Federal Financial Assistance (US Department of Education Regulation) (ED) (2018 Edition) - A table of contents with the page number of each section