Garbage In Garbage Out

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Natural Language Processing And Computational Linguistics

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Author : Bhargav Srinivasa-Desikan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-06-29

Natural Language Processing And Computational Linguistics written by Bhargav Srinivasa-Desikan and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-29 with Computers categories.

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!

Beijing Garbage

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Author : Stefan Landsberger
language : en
Publisher:
Release Date : 2019

Beijing Garbage written by Stefan Landsberger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Refuse and refuse disposal categories.

Why do central and local government initiatives aiming to curb the proliferation of garbage in Beijing and its disposal continue to be unsuccessful? Is the Uberization of waste picking through online-to-offline (O2O) garbage retrieval companies able to decrease waste and improve the lives of waste pickers? Most citizens of Beijing are well aware of the fact that their city is besieged by waste. Yet instead of taking individual action, they sit and wait for the governments at various levels to tell them what to do. And even if/when they adopt a proactive position, this does not last. Official education drives targeting the consumers are organized regularly and with modest success, but real solutions are not forthcoming. Various environmental non-governmental organizations are at work to raise the level of consciousness of the population, to change individual attitudes towards wasteful behavior, but seemingly with little overall effects.

Where Does The Garbage Go

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Author : Paul Showers
language : en
Publisher: Collins
Release Date : 1994-01-30

Where Does The Garbage Go written by Paul Showers and has been published by Collins this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-01-30 with Juvenile Nonfiction categories.

Follow that garbage truck! ...to the landfill to see how trash keeps piling up...to the incinerator to see how trash can be turned into energy ... to the recycling center to see how a soda bottle can be turned into a flowerpot. Filled with graphs, charts, and diagrams, Where Does the Garbage Go? explains how we deal with the problem of too much trash and provides ideas for easy ways to be a part of the solution.

Garbage In The Cities

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Author : Martin V. Melosi
language : en
Publisher: University of Pittsburgh Pre
Release Date : 2004-11-26

Garbage In The Cities written by Martin V. Melosi and has been published by University of Pittsburgh Pre this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-11-26 with Science categories.

As recently as the 1880s, most American cities had no effective means of collecting and removing the mountains of garbage, refuse, and manure-over a thousand tons a day in New York City alone-that clogged streets and overwhelmed the senses of residents. In his landmark study, Garbage in the Cities, Martin Melosi offered the first history of efforts begun in the Progressive Era to clean up this mess.Since it was first published, Garbage in the Cities has remained one of the best historical treatments of the subject. This thoroughly revised and updated edition includes two new chapters that expand the discussion of developments since World War I. It also offers a discussion of the reception of the first edition, and an examination of the ways solid waste management has become more federally regulated in the last quarter of the twentieth century.Melosi traces the rise of sanitation engineering, accurately describes the scope and changing nature of the refuse problem in U.S. cities, reveals the sometimes hidden connections between industrialization and pollution, and discusses the social agendas behind many early cleanliness programs. Absolutely essential reading for historians, policy analysts, and sociologists, Garbage in the Cities offers a vibrant and insightful analysis of this fascinating topic.

The Slight Edge

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Author : Jeff Olson
language : en
Publisher: Greenleaf Book Group
Release Date : 2013-11-04

The Slight Edge written by Jeff Olson and has been published by Greenleaf Book Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-04 with Self-Help categories.

The Slight Edge is a way of thinking, a way of processing information that enables you to make the daily choices that will lead you to the success and happiness you desire. Learn why some people make dream after dream come true, while others just continue dreaming and spend their lives building dreams for someone else. It’s not just another self-help motivation tool of methods you must learn in order to travel the path to success. It shows you how to create powerful results from the simple daily activities of your life, by using tools that are already within you. In this 8th anniversary edition you’ll read not only the life-changing concepts of the original book, but also learn what author Jeff Olson discovered as he continued along the slight edge path: the Secret to Happiness and the Ripple Effect. This edition of The Slight Edge isn’t just the story, but also how the story continues to create life-altering dynamics—how a way of thinking, a way of processing information, can impact daily choices that will lead you to the success and happiness you desire. The Slight Edge is “the key” that will make all the other how-to books and self-help information that you read, watch and hear actually work.

On Garbage

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Author : John Scanlan
language : en
Publisher: Reaktion Books
Release Date : 2005-03

On Garbage written by John Scanlan and has been published by Reaktion Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-03 with History categories.

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.

The Art Of Creative Thinking

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Author : John Adair
language : en
Publisher: Kogan Page Publishers
Release Date : 2009-02-03

The Art Of Creative Thinking written by John Adair and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-03 with Business & Economics categories.

The Art of Creative Thinking provides clear, practical guidelines for developing your powers as a creative thinker. Using examples of entrepreneurs, authors, scientists and artists, John Adair illustrates a key aspect of creativity in each chapter. Stimulating and accessible, this book will help you to understand the creative process, overcome barriers to new ideas, learn to think effectively and develop a creative attitude. It will help you to become more confident in yourself as a creative person. The Art of Creative Thinking gives you a fresh concept of creative thinking and it will guide you in developing your full potential as a creative thinker. New ideas are the seeds of new products and services, and this book will open the door to them.

Giants Of Garbage

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Author : Harold Crooks
language : en
Publisher: James Lorimer & Company
Release Date : 1993-01-01

Giants Of Garbage written by Harold Crooks and has been published by James Lorimer & Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01-01 with Political Science categories.

Harold Crooks chronicles the history of waste management, showing how an ideology of privatization set the stage for the local refuse collection business to become a global corporate enterprise. The author tracks the emergence of the multinational firms that dominate the business and examines how governments fail to cope with the waste disposal needs of growing populations. He discusses the emergence of a citizens' counter-movement, communities standing up to the troubling consequences of contemporary waste disposal--huge incinerators spewing toxic metals into the atmosphere, dumps that leak toxins into the groundwater, and hazardous waste sites that must be monitored indefinitely. Giants of Garbage is a clear-eyed analysis of one of the largest and most persistent environmental issues facing Canadians today.

The Ethics Of Waste

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Author : Gay Hawkins
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2006

The Ethics Of Waste written by Gay Hawkins and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Nature categories.

We spend a good amount of time in our lives managing waste: washing ourselves, taking out the trash, sorting recyclables, going to the toilet, deleting e-mail, picking out old clothes to give to charity, filling the compost bin, multitasking to save time, clipping coupons to save money. But waste is much more than what we want to get rid of or avoid. Far beyond terms like rubbish, trash, or litter, the idea of waste can provoke a minefield of emotions and moral anxieties. Gay Hawkins explores the ethical significance of waste in everyday life--from the broadest conceptions of waste and loss to how the environmental movement has affected the ways we think about garbage, the ways we deal with it, and the ways in which we view others' reactions to waste. Do we feel virtuous for reusing a plastic bag? Do we disdain those who throw away aluminum cans? At what point does personal waste become public responsibility? How does this "public conscience" affect policy? Placing these ideas into historical, social, and cultural perspective, this thoughtful book seeks ways to change ecologically destructive practices without recourse to guilt, moralism, or despair.

Garbage

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Author : Anita Ganeri
language : en
Publisher:
Release Date : 2021

Garbage written by Anita Ganeri and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Pollution prevention categories.

Explains waste management problems humans have encountered throught history and how we deal with it now, highlighting key global concerns related to garbage disposal, such as space waste, the problem of plastic, and growing landfills.