Garbage In, Garbage Out

Garbage In, Garbage Out PDF

Author: Vivian E. Thomson

Publisher: University of Virginia Press

Published: 2009-09-14

Total Pages: 192

ISBN-13: 0813928710

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Your garbage is going places you’d never imagine. What used to be sent to the local dump now may move hundreds of miles by truck and barge to its final resting place. Virtually all forms of pollution migrate, subjected to natural forces such as wind and water currents. The movement of garbage, however, is under human control. Its patterns of migration reveal much about power sharing among state, local, and national institutions, about the Constitution’s protection of trash transport as a commercial activity, and about competing notions of social fairness. In Garbage In, Garbage Out, Vivian Thomson looks at Virginia’s status as the second-largest importer of trash in the United States and uses it as a touchstone for exploring the many controversies around trash generation and disposal. Political conflicts over waste management have been felt at all levels of government. Local governments who want to manage their own trash have fought other local governments hosting huge landfills that depend on trash generated hundreds of miles away. State governments have tried to avoid becoming the dumping grounds for cities hundreds of miles away. The constitutional questions raised in these battles have kept interstate trash transport on Congress’s agenda since the early 1990s. Whether the resulting legislative proposals actually address our most critical garbage-related problems, however, remains in question. Thomson sheds much-needed light on these problems. Within the context of increased interstate trash transport and the trend toward privatization of waste management, she examines the garbage issue from a number of perspectives--including the links between environmental justice and trash management, a critical evaluation of the theoretical and empirical relationship between economic growth and environmental improvement, and highlighting the ways in which waste management practices in the US differ from those in the European Union and Japan. Thomson then provides specific, substantive recommendations for our own policymakers. Everything eventually becomes trash. As we explore the long, often surprising, routes our garbage takes, we begin to understand that it is something more than a mere nuisance that regularly "disappears" from our curbside. Rather, trash generation and management reflect patterns of consumption, political choices over whether garbage is primarily pollution or commerce, the social distribution of environmental risk, and how our daily lives compare with those of our counterparts in other industrialized nations.

Natural Language Processing and Computational Linguistics

Natural Language Processing and Computational Linguistics PDF

Author: Bhargav Srinivasa-Desikan

Publisher: Packt Publishing Ltd

Published: 2018-06-29

Total Pages: 298

ISBN-13: 1788837037

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Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural language processing, and computational linguistics algorithms. Key Features Discover the open source Python text analysis ecosystem, using spaCy, Gensim, scikit-learn, and Keras Hands-on text analysis with Python, featuring natural language processing and computational linguistics algorithms Learn deep learning techniques for text analysis Book Description Modern text analysis is now very accessible using Python and open source tools, so discover how you can now perform modern text analysis in this era of textual data. This book shows you how to use natural language processing, and computational linguistics algorithms, to make inferences and gain insights about data you have. These algorithms are based on statistical machine learning and artificial intelligence techniques. The tools to work with these algorithms are available to you right now - with Python, and tools like Gensim and spaCy. You'll start by learning about data cleaning, and then how to perform computational linguistics from first concepts. You're then ready to explore the more sophisticated areas of statistical NLP and deep learning using Python, with realistic language and text samples. You'll learn to tag, parse, and model text using the best tools. You'll gain hands-on knowledge of the best frameworks to use, and you'll know when to choose a tool like Gensim for topic models, and when to work with Keras for deep learning. This book balances theory and practical hands-on examples, so you can learn about and conduct your own natural language processing projects and computational linguistics. You'll discover the rich ecosystem of Python tools you have available to conduct NLP - and enter the interesting world of modern text analysis. What you will learn Why text analysis is important in our modern age Understand NLP terminology and get to know the Python tools and datasets Learn how to pre-process and clean textual data Convert textual data into vector space representations Using spaCy to process text Train your own NLP models for computational linguistics Use statistical learning and Topic Modeling algorithms for text, using Gensim and scikit-learn Employ deep learning techniques for text analysis using Keras Who this book is for This book is for you if you want to dive in, hands-first, into the interesting world of text analysis and NLP, and you're ready to work with the rich Python ecosystem of tools and datasets waiting for you!

Outsmart Waste

Outsmart Waste PDF

Author: Tom Szaky

Publisher: Berrett-Koehler Publishers

Published: 2014-01-14

Total Pages: 169

ISBN-13: 1626560250

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Ever-expanding landfills, ocean gyres filled with floating plastic mush, endangered wildlife. Our garbage has become a massive and exponentially growing problem in modern society. Eco-entrepreneur Tom Szaky explores why this crisis exists and explains how can we solve it by eliminating the very idea of garbage. To outsmart waste, he says, we first have to understand it, then change how we create it, and finally rethink what we do with it. By mimicking nature and focusing on the value inherent in our by-products, we can transform the waste we can't avoid creating from useless trash to a useful resource. Szaky demonstrates that there is value in every kind of garbage, from used chewing gum to juice pouches to cigarette butts. After reading this mind-expanding book, you will never think about garbage the same way again.

Gone Tomorrow

Gone Tomorrow PDF

Author: Heather Rogers

Publisher: New Press, The

Published: 2013-03-05

Total Pages: 265

ISBN-13: 1595585729

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“A galvanizing exposé” of America’s trash problem from plastic in the ocean to “wasteful packaging, bogus recycling, and flawed landfills and incinerators” (Booklist, starred review). Eat a take-out meal, buy a pair of shoes, or read a newspaper, and you’re soon faced with a bewildering amount of garbage. The United States is the planet’s number-one producer of trash. Each American throws out 4.5 pounds daily. But garbage is also a global problem. Today, the Pacific Ocean contains six times more plastic waste than zooplankton. How did we end up with this much rubbish, and where does it all go? Journalist and filmmaker Heather Rogers answers these questions by taking readers on a grisly and fascinating tour through the underworld of garbage. Gone Tomorrow excavates the history of rubbish handling from the nineteenth century to the present, pinpointing the roots of today’s waste-addicted society. With a “lively authorial voice,” Rogers draws connections between modern industrial production, consumer culture, and our throwaway lifestyle (New York Press). She also investigates the politics of recycling and the export of trash to poor countries, while offering a potent argument for change. “A clear-thinking and peppery writer, Rogers presents a galvanizing exposé of how we became the planet’s trash monsters. . . . [Gone Tomorrow] details everything that is wrong with today’s wasteful packaging, bogus recycling, and flawed landfills and incinerators. . . . Rogers exhibits black-belt precision.” —Booklist, starred review

The Slight Edge

The Slight Edge PDF

Author: Jeff Olson

Publisher: Greenleaf Book Group

Published: 2013-11-04

Total Pages: 297

ISBN-13: 1626340463

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Turning Simple Disciplines into Massive Success & Happiness

Rubbish!

Rubbish! PDF

Author: William L. Rathje

Publisher: University of Arizona Press

Published: 2001

Total Pages: 284

ISBN-13: 9780816521432

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It is from the discards of former civilizations that archaeologists have reconstructed most of what we know about the past, and it is through their examination of today's garbage that William Rathje and Cullen Murphy inform us of our present. Rubbish! is their witty and erudite investigation into all aspects of the phenomenon of garbage. Rathje and Murphy show what the study of garbage tells us about a population's demographics and buying habits. Along the way, they dispel the common myths about our "garbage crisis"—about fast-food packaging and disposable diapers, about biodegradable garbage and the acceleration of the average family's garbage output. They also suggest methods for dealing with the garbage we do have.

On Garbage

On Garbage PDF

Author: John Scanlan

Publisher: Reaktion Books

Published: 2005-03

Total Pages: 212

ISBN-13: 9781861892225

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On Garbage is the first book to examine the detritus of Western culture in full range—not only material waste and ruin, but also residual or "broken" knowledge and the lingering remainders of cultural thought systems.

Fashion Figures

Fashion Figures PDF

Author: Melissa A. Borza

Publisher: Apress

Published: 2017-09-26

Total Pages: 133

ISBN-13: 1484222741

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Missy Maker is a middle school girl who loves math and fashion. She sees math in everything she does. She tries to hide this from her friends, because she thinks it’s too geeky. Missy hears that the school math club needs more members, but she’s worried about what her friends will think if she joins, and she’s already committed to joining the fashion club. After an epic internal struggle and with the support of her peers and her quirky, loving family, Missy finds that she can be both a Mathlete and a Fashionista. Missy figures out how to bring the two clubs together to help both groups win. In the process, she discovers that she can openly excel in math and science and still be popular with her peers. She also learns how her math and science skills can help her artistic endeavors. Gain an inside perspective on what it’s like when you love math and science and happen to be a girl. Fashion Figures highlights the societal and internal pressures preteen and early-teen girls often face when they excel in these subjects, and it shows strategies for overcoming barriers to being themselves and doing what they love while still fitting in socially. What You'll Learn Girls can have a passion for STEM (science, technology, engineering and math) subjects and still be cool Girls can be great at math Math skills are important in non-STEM centered subject areas like fashion and art Math can be fun Who This Book Is For Pre-teen and early-teen girls (9-14 years old)

Garbage

Garbage PDF

Author: Donna Latham

Publisher: Build It Yourself

Published: 2019-03-12

Total Pages: 0

ISBN-13: 9781619307476

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Where does your trash go when you throw it away? Find out in Garbage: Follow the Path of Your Trash with Science Activities for Kids! Middle schoolers will track their trash as it travels from waste basket to its final resting place, whether that's a landfill, compost bin, or a new life as a different product. Essential questions, fun facts, and hands-on STEM experiments make this book a fully immersive learning experience!