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Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem. All code in 'MATLAB Machine Learning Recipes' is executable. The toolbox that the code uses provides a complete set of functions needed to implement all aspects of machine learning. Authors Michael Paluszek and Stephanie Thomas show how all of these technologies allow the reader to build sophisticated applications to solve problems with pattern recognition, autonomous driving, expert systems, and much more.

The go-to guide for smart REIT investing The Intelligent REIT Investor is the definitive guide to real estate investment trusts, providing a clear, concise resource for individual investors, financial planners, and analysts-anyone who prioritizes dividend income and risk management as major components to wealth-building. Later this year, the REIT industry will experience a watershed event when Standard & Poors creates a new Global Industry Classification Standard (GICS) sector called Real Estate. On September 1st, publicly traded equity REITs will be removed from Financials, where they have been classified since their creation in 1960, and begin trading as their own S&P Sector. This separation from banks and financial institutions already is attracting new investors, but REITs require an industry-specific knowledge that is neither intuitive or readily accessible to newcomers-until now. Using straightforward language and simple example to illustrate important concepts, this book will enable any reader to quickly learn and understand the lexicon and valuation techniques used in REIT investing, providing a wealth of practical resources that streamline the learning process. The discussion explains terminology, metrics, and other key points, while examples illustrate the calculations used to evaluate opportunities. A comprehensive list of publicly-traded REITs provides key reference, giving you access to an important resource most investors and stockbrokers lack. REITs are companies that own or finance commercial rental properties, such as malls and apartment buildings. Despite historically high total returns relative to other investments, such as the Nasdaq or S&P 500 index, most investors are unfamiliar with the REIT industry, and wary of investing without adequate background. This book gets you up to speed on the essentials of REIT investing so you can make more informed-and profitable-decisions. Understand REITs processes, mechanisms, and industry Calculate key metrics to identify suitable companies Access historical performance tables and industry-specific terminology Identify publicly-traded REITs quickly and easily REITs have consistently outperformed many more widely known investments. Over the past 15-year period, for example, REITs returned an average of 11% per year, better than all other asset classes. Since 2009, REITs have enjoyed positive returns; large cap stocks and cash are the only other classes that paralleled that record. Even in 2015, a 'year of fear' related to rising rates, REITs returned 2.4%, beating most all other asset classes. REITs have a long history (over fifty years) of performance, and are about to enter the big leagues. If you feel like you've been missing out, don't keep missing out. Prepare yourself, and your portfolio, to benefit from the demand for REITs that will follow the creation of a Real Estate GICS sector. The Intelligent REIT Investor gives you the information you need to invest wisely and manage your real estate risk effectively. By maintaining a tactical exposure in the brick and mortar asset class, investors should benefit from the information contained in The Intelligent REIT Investor. Join the REIT world and look forward to owning stocks that will help you to sleep well at night.

The world has been witnessing a long unfolding process of urbanization that not only has altered the structural basis of society in terms of political economy, but has also symbolically relegated rural people and life to a secondary or deviant status through an ideology of urbanormativity. Both structural and cultural changes rooted in urbanization are connected in complex ways to spatial arrangements that can be described in terms of inequality and uneven development. Through a focus on localities, Studies in Urbanormativity: Rural Community in Urban Society examines the implications of urbanization and its corresponding ideology. Urbanormativity justifies rural domination by holding urban life as the standard against which rural forms are compared and deemed to be irregular, inferior, or deviant. Urban production, as conceptualized in this book, is inherently exploitative of rural resources—natural, social, cultural, and symbolic. As this exploitation advances, a wake of entropic conditions is left behind in the forms of degraded landscapes, broken social institutions, and denigrated communities, cultures and identities. Edited by Gregory M. Fulkerson and Alexander R. Thomas, Studies in Urbanormativity engages a topic on which scholars have been surprisingly silent. Designed for advancing theory and practice, the chapters provide new theoretical tools for understanding the complex relationship between the urban and rural. While primarily intended for scholars and practitioners interested in rural life, rural policy, and community development, the insights of this book will also be of interest to scholars studying various forms of cultural and social domination, as well as identity politics.

\"Lonely Planet Best of Japan is your passport to the most relevant, up-to-date advice on what to see and skip, and what hidden discoveries await you. See traditional geisha in Kyoto, hike up Mt Fuji, or shop around the clock in Tokyo; all with your trusted travel companion.\"--Publisher.

Vom 10. bis zum 13. Juli 2017 war Christof Hamann als Poet in Residence zu Gast an der Universität Duisburg-Essen. Die drei Vorlesungen, die er im Abstand von einem Jahr im Sommer 2018 überarbeitet hat, bilden den Kern des vorliegenden Bandes. Begleitet werden diese drei Vorlesungen erstens von kleinen Tiefenbohrungen zu Themen/Gegenständen der Vorträge: Christof Hamann fragt Marcel Beyer, Gunther Geltinger, Felicitas Hoppe, Tom Schulz und Thomas Meinecke nach ihrem Verhältnis zum Abschreiben, Ansgar Mohnkern und Daniela Hahn besehen sich das Stolpern bei Goethe und Beckett, Filippo Smerilli sucht es in einer Familiengeschichte; Christoph Cox und Thomas Küpper erweitern die Vorlesungen um Essays über Walter Benjamin bzw. über das Zappen als andere Form des Blätterns. Zweitens liegen sieben Essays vor, die das Romanwerk von Hamann untersuchen, überblicksweise (Alexander Honold und Rolf Parr) und exemplarisch (Nicolas Pethes, Hermann Kinder, Stephani Catani, Andreas Erb und Julia Schöll). Susanne Catrein legt eine imaginäre Kartographie der Romanwelten von Hamann vor, Peter Riek zeigt eine Installationsarbeit, die stark von Der Reiter und der Bodensee und Seegfrörne beatmet wurde. Drei Arbeitsproben aus der Schreibwerkstatt (Von der Notiz zum Text) von Jessica Ullrich, Johann Oechsle und Theresa Müller ergänzen den Band ebenso wie eine umfängliche Bibliografie von Christopher Quadt rund um Hamanns literarisches Arbeiten.

Lonely Planet Japan is your passport to the most relevant, up-to-date advice on what to see and skip, and what hidden discoveries await you. Explore a bamboo grove in Arashiyama, marvel at Shinto and Buddhist architecture in Kyoto, or relax in the hot springs of Noboribetsu Onsen; all with your trusted travel companion.

Food and Everyday Life provides a qualitative, interpretive, and interdisciplinary examination of food and food practices and their meanings in the modern world. Edited by Thomas M. Conroy, the book offers a number of complementary approaches and topics around the parameters of the “ordinary, everyday” perspective on food. These studies highlight aspects of food production, distribution, and consumption, as well as the discourse on food. Chapters discuss examples ranging from the cultural meanings of food as represented on television, to the practices of food budgeting, to the cultural politics of such practices as sustainable brewing and developing new forms of urban agriculture. A number of the studies focus on the relationships between food, eating practices, and the body. Each chapter examines a particular (and in many instances, highly unique) food practice, and each includes some key details of that practice. Taken together, the chapters show us how the everyday practices of food are both familiar and, yet at the same time, ripe for further discovery.

Reinventing Rural is a collection of original research papers that examine the ways in which rural people and places are changing in the context of an urbanizing world. This includes exploring the role of the environment, the economy, and related issues such as tourism. While traditionally relying on primary sector work in agriculture, mining, natural resources, and the like, rural areas are finding new ways to sustain themselves. This involves a new emphasis on environmental protection, as one important strategy has been to capitalize on natural amenities to attract residents and tourists. Beyond improvements to the economy are general improvements to the quality-of-life in rural communities. Consistent with this, the volume focuses on the two cornerstones of education and health, considering current challenges and offering ideas for reinventing rural quality-of-life.

Canada has among the highest rate of children in foster care in the developed world--a national tragedy that has its roots in poverty, residential schooling, and other forms of colonialism. Tackling the \"wicked\" and intransigent problems encountered by social workers, educators, health care workers, and others, Transforming Child Welfare examines systemic issues within the child welfare system, including child abuse, neglect, and FASD. Reflecting on previous strengths, and integrating research and practice, the contributors to this volume provide professionals with best practice solutions that can be applied in different contexts.