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Summary: Machine learning methods are now an important tool for scientists, researchers, engineers and students in a wide range of areas. This book is written for people who want to adopt and use the main tools of machine learning, but aren’t necessarily going to want to be machine learning researchers. Intended for students in final year undergraduate or first year graduate computer science programs in machine learning, this textbook is a machine learning toolkit. Applied Machine Learning covers many topics for people who want to use machine learning processes to get things done, with a strong emphasis on using existing tools and packages, rather than writing one’s own code. A companion to the author's Probability and Statistics for Computer Science, this book picks up where the earlier book left off (but also supplies a summary of probability that the reader can use). Emphasizing the usefulness of standard machinery from applied statistics, this textbook gives an overview of the major applied areas in learning Covers the ideas in machine learning that everyone going to use learning tools should know, whatever their chosen specialty or career. Broad coverage of the area ensures enough to get the reader started, and to realize that it’s worth knowing more in-depth knowledge of the topic. Practical approach emphasizes using existing tools and packages quickly, with enough pragmatic material on deep networks to get the learner started without needing to study other material.

Summary: "In this post-truth era, The Game of Votes explores and unravels the antics used in the elections today, including the high drama campaigns, political marketing, fake news and celebrity influencers, laying bare before the reader the secret world wide web of elections, media and politics. These are exciting times in Indian politics. How are some parties losing ground while others soar high? How much money are parties really spending on campaigning and what is their ROI? How did Modi's team pull off a stellar win in 2014 and an even bigger win in 2019? Was it just social media and technology, speaking the language of an urban demographic or was there another secret sauce at work? The book decodes these by tracking the evolution of political media campaigns in India and provides glimpses of international politics, drawing comparisons between the Western world with the fast-changing developments in India. For the political pundit, media guru, the young emerging leader or the discerning reader, this is the inside story behind the game of votes"-- Provided by publisher.

Summary: The best source for cutting-edge insights into AI in healthcare operations AI in Healthcare: How Artificial Intelligence Is Changing IT Operations and Infrastructure Services collects, organizes and provides the latest, most up-to-date research on the emerging technology of artificial intelligence as it is applied to healthcare operations. Written by a world-leading technology executive specializing in healthcare IT, this book provides concrete examples and practical advice on how to deploy artificial intelligence solutions in your healthcare environment. AI in Healthcare reveals to readers how they can take advantage of connecting real-time event correlation and response automation to minimize IT disruptions in critical healthcare IT functions. This book provides in-depth coverage of all the most important and central topics in the healthcare applications of artificial intelligence, including: Healthcare IT AI Clinical Operations AI Operational Infrastructure Project Planning Metrics, Reporting, and Service Performance AIOps in Automation AIOps Cloud Operations Future of AI Written in an accessible and straightforward style, this book will be invaluable to IT managers, administrators, and engineers in healthcare settings, as well as anyone with an interest or stake in healthcare technology.

Summary: "As World War II comes to a close, the United States and the Soviet Union emerge as the two greatest world powers on extreme opposites of the political spectrum. After the United States showed its hand with the atomic bomb in Hiroshima, the Soviets refuse to be left behind. With communism sweeping the globe, the two nations begin a neck-and-neck competition to build even more destructive bombs and conquer the Space Race. In their battle for dominance, spy planes fly above, armed submarines swim deep below, and undercover agents meet in the dead of night. The Cold War game grows more precarious as weapons are pointed towards each other, with fingers literally on the trigger. The decades-long showdown culminates in the Cuban Missile Crisis, the world's close call with the third-and final-world war"-- Provided by publisher.

Summary: "In this highly acclaimed New York Times bestseller, Dr. Robert B. Cialdini-the seminal expert in the field of influence and persuasion-explains the psychology of why people say yes and how to apply these principles ethically in business and everyday situations"-- Provided by publisher.

Summary: "This book is designed to address the concerns of existing companies who wish to succeed in the new multi-channel environment as it develops and becomes commonplace"--Provided by publisher.

Summary: This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data pre-processing, model design, model training, evaluation, deployment, and interpretability. Google engineers Valliappa Lakshmanan, Martin Görner, and Ryan Gillard show you how to develop accurate and explainable computer vision ML models and put them into large-scale production using robust ML architecture in a flexible and maintainable way. You'll learn how to design, train, evaluate, and predict with models written in TensorFlow or Keras.

Summary: "This classic manual provides the comprehensive guide to coding qualitative data. It introduces a broad array of approaches to qualitative coding, presenting the advantages and disadvantages of each to empower you to make an informed decision when choosing the appropriate option for your research project. Drawing on multiple detailed, real-world examples, the book: · Shows the step-by-step processes involved in different coding approaches · Demonstrates clearly how to apply each method of coding in a systematic way · Highlights the core skills involved in making sense of and identifying patterns in your data. This invaluable manual from world-renowned expert Johnny Saldaña illuminates the process of qualitative coding and provides clear, insightful guidance for qualitative researchers at all levels. Johnny Saldaña is Professor Emeritus of Theatre from the Herberger Institute for Design and the Arts' School of Film, Dance, and Theatre at Arizona State University"-- Provided by publisher.

Summary: "A timely new edition of the classic journalism guide, now featuring updated material on the importance of reporting in the age of media mistrust and fake news--and how journalists can use technology while also navigating its challenges. More than two decades ago, the Committee of Concerned Journalists gathered some of America's most influential newspeople to ask the question "What is journalism for?" Through exhaustive research, surveys, interviews, and public forums, they identified the essential elements that define journalism and its role in our society. The result is one of the most important books on the media ever written, winner of the Goldsmith Book Prize from Harvard, the Society of Professional Journalists Award, and the Bart Richards Award from Penn State University. Updated with new material covering the ways journalists can deftly leverage technology to their advantage, especially given the shifting revenue architecture--with "clickbait" fading away and consumers paying a higher premium for quality reporting--this fourth edition of The Elements of Journalism is an essential read for journalists, students, and anybody hoping to stay informed in contentious times"-- Provided by publisher.

Summary: "In Digital Finance: Security Tokens and Unlocking the Real Potential Blockchain, readers will realize why security tokens are creating huge excitement in the financial industry. By combining the latest in technology and the potential for automated world-class investor protections, regulatory compliance and customer service, security tokens offer a plethora of benefits that will drive cost reductions, enhance flexibility and open up opportunities for new business models and revenue streams. Digital Finance thoroughly examines how this powerful technology can overhaul our current financial infrastructure in a way that will increase efficiency, transparency, and security"-- Provided by publisher.

Summary: Discusses why people make bad judgments and how to make better ones by reducing the influence of "noise"--variables that can cause bias in decision making--and draws on examples in many fields, including medicine, law, economic forecasting, forensic science, strategy, and personnel selection.

Summary: Have you lost all hope? Does the world feel bleak and unforgiving? The pandemic crisis has seen many of us lose family, friends, colleagues. How can you recover from this devastating loss? You are surrounded by anger and violence everywhere. Bad news hits you – a failing economy, climate change – every day. Do you want to run away? Are you anxious about money, your family, and your future? In this book, the author helps you to unravel your emotions and find a way to move from darkness into light. Using stories from our epics and concepts from Hindu, Buddhist, and Jain thought, he shows you a new way to look at your life and gives you the tools to find hope again. Simple yet profound, moving and stimulating, Hope will change the way you view the world and help you find your path again.

Summary: "A pioneer of virtual reality technology on why AR is the 'next big thing in tech'"-- Provided by publisher.

Summary: "This book addresses the difficulties and challenges that various fields have faced in implementing artificial intelligence for smart technology"-- Provided by publisher.

Summary: "This book emphasizes the role of context in the development and management of virtual learning environments"--Provided by publisher.

Summary: "This book discusses the relationship between media, conflict and democratisation in Africa from the perspective of media ethics. Despite the commonly held view that conflict is a destructive political force that can destabilize democracies, the argument in this book is that while many conflicts can become violent and destructive, they can also be managed in a way that can render them productive and communicative to democracy. Drawing on theoretical insights from the fields of journalism studies, political studies and cultural studies, the book discusses the ethics of conflict coverage and proposes a normative model for covering conflict and democratisation. The book argues for an 'ethics of listening' which would enable the media to de-escalate violent conflict and contribute to the deepening of an agonistic democratic culture in contexts of high inequality, ethnic and racial polarisation and uneven access to media. This argument is illustrated by examples drawn from recent events in African democracies such as student protests, community activism, struggles for resources and social media conflicts. The book also scrutinizes the media's ethical roles and responsibilities in African societies by considering questions regarding journalistic professionalism, ethical codes and regulation in the context of rising misinformation. Provides a critical African perspective on global debates about media, politics, and democracy and the media's ethical commitments in contexts of conflict"-- Provided by publisher.

Summary: "This book reports on the latest advances in privacy protection issues and technologies for e-services, ranging from consumer empowerment to assess privacy risks, to security technologies needed for privacy protection, to systems for privacy policy enforcement, and even methods for assessing privacy technologies"--Provided by publisher.

Summary: Each chapter in this popular book includes a section on creating a personal brand, which is useful to current or future professionals at any stage of career development. This edition emphasizes how to use social media techniques, detailed in the book, to develop and maintain a strong personal brand. Helpful discussions also address a full range of online and offline elements you can use to create a viable personal branding strategy. You learn how to use graphical concepts to structure and strategize within what is otherwise a chaotic social media milieu. This edition summarizes many of today’s best practices for marketing activities on social media platforms to assist you in functioning most effectively and dealing with the rapid change that is a hallmark of social media.

Summary: "This book tells you how to create, execute and evolve a customer-centric approach for your Internet-based management strategy"--Provided by publisher.

Summary: "COMSOL 5 and MATLAB are valuable software modeling tools for engineers and scientists. This book explores a wide range of models in coordinate systems from 0D to 3D and introduces the numerical analysis techniques employed in COMSOL 5 (including Application Builder) and MATLAB software. The text presents electromagnetic, electronic, optical, thermal physics, and biomedical models as examples. It presents the fundamental concepts in the models and the step-by-step instructions needed to build each model. The companion DVD includes all the built models for each step-by-step example presented in the text and the related animations, as specified. The book is designed to introduce modeling to an experienced engineer or can also be used for upper level undergraduate or graduate courses"-- Provided by publisher.

Summary: "In the short story collection Literary Devices for Coping, the technological and fantastical idiosyncratically shape key moments in close relationships. As characters in this collection grapple with issues of memory, jealousy and sanity, their efforts are assisted and complicated by gadgetry and artifice-often in ways that raise questions about what it means to be human"-- Provided by publisher.

Summary: "This book covers many aspects related to IT project management, such as human relationships, team management, software methodologies, and tools and techniques for project management"--Provided by publisher.

Summary: "This book reports on the latest advances in privacy protection issues and technologies for e-services, ranging from consumer empowerment to assess privacy risks, to security technologies needed for privacy protection, to systems for privacy policy enforcement, and even methods for assessing privacy technologies"--Provided by publisher.

Summary: "Every day we make choices--about food and other purchases, financial investments, our children's health and education, even the causes we champion or the planet itself. Unfortunately, we often choose poorly. Using dozens of eye-opening examples and drawing on decades of behavioral science research, Nudge shows how sensible "choice architecture" can help us to overcome the biases that lead to bad decisions and nudge us toward the best decisions for ourselves, our families, and our society"-- Provided by publisher

Summary: "Beat Reporting and Editing: Journalism in the Digital Age offers an extensive and pioneering study of reporting for all the news beats, and news writing and editing. Besides having exclusive chapters on rural reporting, storytelling, photojournalism and cartooning, social media reporting, misinformation and fake news, and solution-based journalism, this coedited forty-eight-chapter textbook is an exhaustive resource filled with insights on traditional beats like defence, politics, court, crime, sports and entertainment. It covers all the emerging forms of journalism such as artificial intelligence (AI), blockchain and bots, podcast, mobile journalism (MOJO), drone journalism (DOJO) and data journalism in India. The book is structured to guide the students and teachers on the techniques of reporting on specific beats in the digital environment, role of AI and digital technologies in newsgathering and reportage as well as issues of identity, data, research and analysis in new-age journalism. Drawing on an enormous range of examples, case studies and first-hand experiences of eminent journalists and media educators, it encourages students to critically engage with all forms of journalistic writing in the digital era. Key Features First-of-its-kind textbook to include extensive coverage of reporting, with special focus on beat reporting Not only limited to print media but also covers broadcast journalism as well as digital media Contains chapters by highly experienced journalists who have worked in their specific beats for decades, and academicians teaching the subject in the classroom One of the most future-ready textbooks on journalism featuring a whole section on innovations and emerging technologies in journalism"-- Provided by publisher.

Summary: "This book emphasizes the role of context in the development and management of virtual learning environments"--Provided by publisher.

Summary: "The publication of this book has been made possible by generous support received from BNP Paribas."

Summary: "Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals."--

Summary: This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial data modeling and decision making. With the trend towards increasing computational resources and larger datasets, machine learning has grown into an important skillset for the finance industry. This book is written for advanced graduate students and academics in financial econometrics, mathematical finance and applied statistics, in addition to quants and data scientists in the field of quantitative finance. Machine Learning in Finance: From Theory to Practice is divided into three parts, each part covering theory and applications. The first presents supervised learning for cross-sectional data from both a Bayesian and frequentist perspective. The more advanced material places a firm emphasis on neural networks, including deep learning, as well as Gaussian processes, with examples in investment management and derivative modeling. The second part presents supervised learning for time series data, arguably the most common data type used in finance with examples in trading, stochastic volatility and fixed income modeling. Finally, the third part presents reinforcement learning and its applications in trading, investment and wealth management. Python code examples are provided to support the readers' understanding of the methodologies and applications. The book also includes more than 80 mathematical and programming exercises, with worked solutions available to instructors. As a bridge to research in this emergent field, the final chapter presents the frontiers of machine learning in finance from a researcher's perspective, highlighting how many well-known concepts in statistical physics are likely to emerge as important methodologies for machine learning in finance.

Summary: Machine learning and data science will significantly transform the finance industry in the next few years. With this practical guide, professionals at hedge funds, investment and retail banks, and fintech firms will learn how to build ML algorithms crucial to this industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP).

Summary: "At a time when print media reigned supreme and newspapers were legion, Dorothy Thompson, John Gunther, Vincent Sheean, and Rayna Raphaelson Prohme impulsively left their homes to reinvent themselves as international journalists and adopt the power of the press as their own. In Fighting Words, acclaimed historian Nancy Cott follows these four largely unknown young Americans to reveal how foreign journalism shaped America's sense of its place in the world. Dorothy, John, Vincent, and Rayna serve as a counter to the devil-may-care jazz babies of the 1920s who scandalized their elders to no purpose beyond frivolity. Instead, the four directly confronted major political challenges that still reverberate today- democracy versus authoritarianism, global responsibility versus isolationism, press objectivity versus propaganda. They revealed the political instability that circled most of the globe as a legacy of the redrawing of world order after World War I. By the early 1930s, unlike Americans at home fixated on the Depression and New Deal, they were in the antifascist vanguard, well aware of Hitler's impending menace. At the same time, they were actively rethinking relationships between men and women. All four navigated sexual affairs and frictions, marriages and divorces. Their experiences traced the development not only of international journalism but also the making of the modern self at a time when the value of sexual freedom grated against traditional morality. A group biography of four extraordinary Americans abroad, and a paean to a golden age of journalism, Fighting Words shows how these young cosmopolitans reshaped America's sense of its own place in the world"-- Provided by publisher.

Summary: "Written by prominent thought leaders in the global fintech investment space, The AI Book aggregates diverse expertise into a single, informative volume. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: Understanding the AI Portfolio: from machine learning to chatbots, from neurotrophic computing to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI. AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today's Financial Services Industry. The future state of financial services and markets -- what's next for the real-world implementation of AITech? The innovating customer -- users are not waiting for the financial services industry to work out how #AI can re-shape their sector, profitability and competitiveness. Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the 'unbundled corporation' & the future of work, social responsibility, sustainability, and the new leadership imperatives"-- Provided by publisher.

Summary: "The first book to analyze the consequences of the political economy of artificial intelligence for global sustainability"-- Provided by publisher.

Summary: "This book discusses the process of transitioning an organization to a global one based on Information and Communication Technologies (ICT) including careful planning, execution and monitoring of the organization as it moves into the global market place"--Provided by publisher.

Summary: "This book discusses the efficacy of instructional technology in various, global learning environments"--Provided by publisher.

Summary: "This book covers topics in e-government, discussing e-government's present shortcomings while exploring a renewed understanding of e-government's visions and responsiveness"--Provided by publisher.

Summary: Discovery is central to academic activities at all levels and is a major focus for libraries and museums. Of all the parts of modern library provision, discovery services are the most clearly affected by developments in IT, from databases to search engines to linked data to machine learning. It is crucial to the relationship between libraries and their communities. This book will help its readers learn how to adapt in a fast changing area to continue to provide a high level of service. Resource Discovery for the Twenty-First Century Library contains a range of contributions analysing the ways in which libraries are tackling the challenges facing them in discovery in the (post)-Google era. Chapters are written by experts, both global and local - describing specific areas of discovery and local implementations and ideas. The book will help with enhancing discovery both inbound - making locally held resources globally discoverable, and outbound - making global resources locally discoverable, in ways which are relevant to your user community. Content covered includes: a survey of what resource discovery is today ; case studies from around the world of interesting approaches to discovery ; analysis of how users approach discovery ; how to understand and make the best use of Internet search engines ; using limited resources to help users and collections ; linked open data and discovery; and the future of discovery. This book will be useful for subject librarians and others who give direct support to library users, digital library technicians, managers, staff with responsibility for managing electronic resources, metadata and discovery specialists, trainers and user education specialists. It will also be of use to curators and others who give direct support to researchers, managers of digitisation and cataloguing products, IT staff, trainers and user education specialists.

Summary: "This book tells readers how technologies and business models are converging, and looks at technology and business holistically, arguing that it's no longer possible to think about business or technology without simultaneously thinking about the other"--Provided by publisher.

Summary: "The early twenty-first century has seen the emergence of a new style of television drama in Britain that adopts the professional practices and production values of high-end American television while remaining emphatically 'British' in content and outlook. This book analyses eight of these dramas - Spooks, Foyle's War, Hustle, Life on Mars, Ashes to Ashes, Downton Abbey, Sherlock and Broadchurch - which have all proved popular with audiences and in their different ways represent the thematic and formal paradigms of post-millennial drama. James Chapman locates new British drama in its institutional and economic contexts, considers their critical and popular reception, and analyses their social politics in relation to their representations of class, gender and nationhood. He demonstrates how contemporary drama has mobilised both new and residual elements in re-configuring genres such as the spy series, cop show and costume drama for the cultural tastes of modern audiences. And it concludes that television drama has played an integral role in both the economic and the cultural export of 'Britishness'"-- Provided by publisher.

Summary: "This book provides in-depth coverage of the various tools and techniques for developing wireless and mobile applications"--Provided by publisher.

Summary: Use the Raspberry Pi and modern computing techniques to build industrial Internet of Things systems. Principles and theoretical aspects of IoT technologies combine with hands-on projects leading to detailed descriptions of several industrial IoT applications. This book presents real-life IoT applications based on the Raspberry Pi, beyond the relatively simplistic demos built for educational purposes or hobbyists. You'll make the transition from tinkering with a couple of sensors and simple devices to building fully developed products for commercial use and industrial systems. You'll also work with sensors and actuators, web technologies used for communications in IoT networks, and the large-scale deployment of IoT software solutions. And see how to design these systems as well as maintain them long term. See the Raspberry Pi in a new light that highlights the true industrial potential of the device. Move beyond connecting an LED to the Raspberry Pi and making it blink to actually managing a network of IoT devices.

Summary: "Throne of Blood (1957), Akira Kurosawa's reworking of Macbeth, is widely considered the greatest film adaptation of Shakespeare ever made. In a detailed account of the film, Robert N. Watson explores how Kurosawa draws key philosophical and psychological arguments from Shakespeare, translates them into striking visual metaphors, and inflects them through the history of post-World War II Japan. Watson places particular emphasis on the contexts that underlie the film's central tension between individual aspiration and the stability of broader social and ecological collectives - and therefore between free will and determinism. In his foreword to this new edition, Robert Watson considers the central characters' Washizu and his wife Asaji's blunder in viewing life as a ruthless competition in which only the most brutal can thrive in the context of an era of neoliberal economics, resurgent 'strongman' political leaders, and myopic views of the environmenal crisis, with nothing valued that cannot be monetized"-- Provided by publisher.

Summary: Tania Lewis offers the first critical account of the impact of digital information, media, and communication technologies on the topic of food. Lewis critically analyzes how our relationship to food consumption, production, and politics is being re-mediated through digitally connected electronic devices, practices and content. By drawing together the world of food and the digital, the book speaks to a number of pressing contemporary themes including the tensions around digital engagement in increasingly commercialized spaces; the changing nature of politics in a social media context; the growing naturalization of digital devices and related practices of data monitoring; and the role and impact of digitization on social relations. At the forefront of critical new research, and written with a student readership in mind, this text is essential for scholars interested in media studies, cultural studies, food studies, and cultural geography.