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Author: Benedicto de Tolosa Filho
Publisher:
ISBN: 9788587072085
Category :
Languages : pt-BR
Pages : 141
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Book Description
Author: Benedicto de Tolosa Filho
Publisher:
ISBN: 9788587072085
Category :
Languages : pt-BR
Pages : 141
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Book Description
Author: Jorge Ulisses Jacoby Fernandes
Publisher:
ISBN: 9788574530123
Category :
Languages : pt-BR
Pages : 295
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Book Description
Author: Valliappa Lakshmanan
Publisher: O'Reilly Media
ISBN: 1098115759
Category : Computers
Languages : en
Pages : 408
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Book Description
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly
Author:
Publisher:
ISBN:
Category : Immigrants
Languages : en
Pages : 4
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Book Description
Author: Reinette Biggs
Publisher: Cambridge University Press
ISBN: 110708265X
Category : Business & Economics
Languages : en
Pages : 317
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Book Description
Reflecting the very latest research, this book provides an in-depth review of the role of resilience in the management of social-ecological systems and the ecosystem services they provide. Leaders in the field outline seven principles for building resilience in social-ecological systems, examining how these can be applied to advance sustainability.
Author: Peter H. May
Publisher: CIFOR
ISBN: 6023870244
Category :
Languages : en
Pages : 52
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Book Description
O Código Florestal do Brasil (FC) requer que todas as propriedades privadas rurais mantenham uma proporção fixa da sua área em vegetação natural como uma reserva legal cujas proporções são diferenciadas por bioma. Os proprietários de terra têm muitas vezes ignoradas a lei. Atingir seu pleno cumprimento exigiria uma restauração cara em áreas convertidas para outros usos. Mudanças recentes no FC preveem que os proprietários possam compensar a sua escassez de reserva legal através da compra de excedentes existentes ou restaurações obrigatórias em outras propriedades. Este artigo discute questões políticas críticas a respeito de Cotas de Reserva Ambiental (CRA). Examinamos a eficácia ambiental relativa da CRA, a sua eficiência na utilização dos recursos e a sua justiça social, bem como potenciais problemas de implementação. Permitindo a compensação com base na conservação fora do local pode permitir atividades agropecuárias mais eficientes e menos fragmentadas, bem como a conservação das florestas, em comparação com a proposição de conservaçãopadronizada proporcionalmente. A CRA, como uma opção para a compensação, possui grande apelo intuitivo, embora persistem controvérsias em relação a sua implementação. Neste artigo revisamos a experiência internacional com instrumentos econômicos semelhantes, bem como estudos brasileiros que simulam os potenciais resultados da CRA. Entrevistas com os principais atores a respeito do instrumento complementam a revisão da literatura. Terminamos com uma avaliação sintética das implicações dos nossos resultados para a implementação da política.
Author:
Publisher:
ISBN:
Category : Brazil
Languages : en
Pages : 792
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Book Description
Author: David Samuels
Publisher: Cambridge University Press
ISBN: 1139440179
Category : Political Science
Languages : en
Pages : 266
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Book Description
Ambition theory suggests that scholars can understand a good deal about politics by exploring politicians' career goals. In the USA, an enormous literature explains congressional politics by assuming that politicians primarily desire to win re-election. In contrast, although Brazil's institutions appear to encourage incumbency, politicians do not seek to build a career within the legislature. Instead, political ambition focuses on the subnational level. Even while serving in the legislature, Brazilian legislators act strategically to further their future extra-legislative careers by serving as 'ambassadors' of subnational governments. Brazil's federal institutions also affect politicians' electoral prospects and career goals, heightening the importance of subnational interests in the lower chamber of the national legislature. Together, ambition and federalism help explain important dynamics of executive-legislative relations in Brazil. This book's rational-choice institutionalist perspective contributes to the literature on the importance of federalism and subnational politics to understanding national-level politics around the world.
Author: Philipp Dettmer
Publisher: Random House
ISBN: 0593241312
Category : Science
Languages : en
Pages : 369
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Book Description
NEW YORK TIMES BESTSELLER • A gorgeously illustrated deep dive into the immune system that will forever change how you think about your body, from the creator of the popular science YouTube channel Kurzgesagt—In a Nutshell “Through wonderful analogies and a genius for clarifying complex ideas, Immune is a truly brilliant introduction to the human body’s vast system for fighting infections and other threats.”—John Green, #1 New York Times bestselling author of The Fault in Our Stars You wake up and feel a tickle in your throat. Your head hurts. You’re mildly annoyed as you get the kids ready for school and dress for work yourself. Meanwhile, an epic war is being fought, just below your skin. Millions are fighting and dying for you to be able to complain as you head out the door. But most of us never really stop to ask: What even is our immune system? Second only to the human brain in its complexity, it is one of the oldest and most critical facets of life on Earth. Without it, you would die within days. In Immune, Philipp Dettmer, the brains behind the most popular science channel on YouTube, takes readers on a journey through the fortress of the human body and its defenses. There is a constant battle of staggering scale raging within us, full of stories of invasion, strategy, defeat, and noble self-sacrifice. In fact, in the time you’ve been reading this, your immune system has probably identified and eradicated a cancer cell that started to grow in your body. Each chapter delves into an element of the immune system, including defenses like antibodies and inflammation as well as threats like bacteria, allergies, and cancer, as Dettmer reveals why boosting your immune system is actually nonsense, how parasites sneak their way past your body’s defenses, how viruses work, and what goes on in your wounds when you cut yourself. Enlivened by engaging full-color graphics and immersive descriptions, Immune turns one of the most intricate, interconnected, and confusing subjects—immunology—into a gripping adventure through an astonishing alien landscape. Immune is a vital and remarkably fun crash course in what is arguably, and increasingly, the most important system in the body.
Author: Chris Richardson
Publisher: Simon and Schuster
ISBN: 1638356327
Category : Computers
Languages : en
Pages : 520
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Book Description
"A comprehensive overview of the challenges teams face when moving to microservices, with industry-tested solutions to these problems." - Tim Moore, Lightbend 44 reusable patterns to develop and deploy reliable production-quality microservices-based applications, with worked examples in Java Key Features 44 design patterns for building and deploying microservices applications Drawing on decades of unique experience from author and microservice architecture pioneer Chris Richardson A pragmatic approach to the benefits and the drawbacks of microservices architecture Solve service decomposition, transaction management, and inter-service communication Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Microservices Patterns teaches you 44 reusable patterns to reliably develop and deploy production-quality microservices-based applications. This invaluable set of design patterns builds on decades of distributed system experience, adding new patterns for composing services into systems that scale and perform under real-world conditions. More than just a patterns catalog, this practical guide with worked examples offers industry-tested advice to help you design, implement, test, and deploy your microservices-based application. What You Will Learn How (and why!) to use microservices architecture Service decomposition strategies Transaction management and querying patterns Effective testing strategies Deployment patterns This Book Is Written For Written for enterprise developers familiar with standard enterprise application architecture. Examples are in Java. About The Author Chris Richardson is a Java Champion, a JavaOne rock star, author of Manning’s POJOs in Action, and creator of the original CloudFoundry.com. Table of Contents Escaping monolithic hell Decomposition strategies Interprocess communication in a microservice architecture Managing transactions with sagas Designing business logic in a microservice architecture Developing business logic with event sourcing Implementing queries in a microservice architecture External API patterns Testing microservices: part 1 Testing microservices: part 2 Developing production-ready services Deploying microservices Refactoring to microservices
