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Detailed case studies of agrecological initiatives show how growers, scientists, agricultural organizations, and public agencies can form partnerships to develop innovative, ecologically based techniques for reducing reliance on agrochemicals. A[...]
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J. Kelleher, Auteur ; B. Tierney, Auteur | The MIT Press | MIT Press essential knowledge series, ISSN 2577-8404 | 2018
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I. Goodfellow, Auteur ; Y. Bengio, Auteur ; A. Courville, Auteur | The MIT Press | Adaptative computation and machine learning series | 2016"Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human compu[...]
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This graduate text provides an intuitive but rigorous treatment of contemporary methods used in microeconometric research. The book makes clear that applied microeconometrics is about the estimation of marginal and treatment effects, and that pa[...]
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J. Peters, Auteur ; D. Janzing, Auteur ; B. Scholkopf, Auteur | The MIT Press | Adaptative computation and machine learning series | 2017
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M. Mohri, Auteur ; A. Rostamizadeh, Auteur ; A. Talwalkar, Auteur | The MIT Press | Adaptative computation and machine learning series | 2018Foundations of Machine Learning is unique in its focus on the analysis and theory of algorithms. The first four chapters lay the theoretical foundation for what follows; subsequent chapters are mostly self-contained. Topics covered include the P[...]
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"The book provides a technical perspective on the most contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. It also includes background in the salient linguistic issues, as well as comput[...]
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In this book, Erik Swyngedouw explores how water becomes part of the tumultuous processes of modernization and development. Using the experience of Spain as a lens to view the interplay of modernity and environmental transformation, Swyngedouw s[...]
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Today many information sources--including sensor networks, financial markets, social networks, and healthcare monitoring--are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, with partial da[...]
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This book crystallizes and extends the important work Wiebe Bijker has done in the last decade to found a full-scale theory of sociotechnical change that describes where technologies come from and how societies deal with them. Of Bicycles, Bakel[...]
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The concept of social capital, or the value that can be derived from social ties created by goodwill, mutual support, shared language, common beliefs, and a sense of mutual obligation, has been applied to a number of fields, from sociology to ma[...]
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Since 1990 there has been a renaissance of theoretical and empirical work on the spatial aspects of the economy--that is, where economic activity occurs and why. Using new tools--in particular, modeling techniques developed to analyze industrial[...]
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Louisiana annually reports over eight tons of toxic waste for each citizen. Uneasy Alchemy examines the role of experts -- lawyers, economists, health professionals, and scientists -- in the struggles for environmental justice in the state's inf[...]
