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Introduction to Machine Learning with Python
Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data. Machine Learning with Python teaches you the basics of machine learning and provides a thorough hands-on understanding of the subject.You'll learn important machine learning concepts and algorithms, when to use them, and how to use them. The book will cover a machine learning workflow: data preprocessing and working with data, training algorithms, evaluating results, and implementing those algorithms into a production-level system.
Advances in Economics and Econometrics
The first volume of edited papers from the Tenth World Congress of the Econometric Society 2010.
The European Union and Customary International Law
The book offers a systematic discussion of the facets of the relationship between the European Union and customary international law.
The Routledge Handbook of the Ethics of Consent
While the importance of consent has been discussed widely over the last few decades, interest in its study has received renewed attention in recent years, particularly regarding medical treatment, clinical research and sexual acts. The Routledge Handbook of the Ethics of Consent is an outstanding reference source to this exciting subject and the first collection of its kind. Comprising over thirty chapters by a team of international contributors, the Handbook is divided into five main parts: • General questions • Normative ethics • Legal theory • Medical ethics • Political philosophy. Within these sections central issues, debates and problems are examined, including: the nature and...
The Cambridge Companion to International Law
This intellectually rigorous introduction to international law encourages readers to engage with multiple aspects of the topic: as 'law' directing and shaping its subjects; as a technique for governing the world of states and beyond statehood; and as a framework within which several critical and constructivist projects are articulated. The articles situate international law in its historical and ideological context and examine core concepts such as sovereignty, jurisdiction and the state. Attention is also given to its operation within international institutions and in dispute settlement, and a separate section is devoted to international law's 'projects': protecting human rights, eradicating poverty, the conservation of resources, the regulation of international trade and investment and the establishment of international order. The diverse group of contributors draws from disciplinary orientations ranging from positivism to postmodernism to ensure that this book is informed theoretically and politically, as well as grounded in practice.
The Individual in the International Legal System
Kate Parlett's study of the individual in the international legal system examines the way in which individuals have come to have a certain status in international law, from the first treaties conferring rights and capacities on individuals through to the present day. The analysis cuts across fields including human rights law, international investment law, international claims processes, humanitarian law and international criminal law in order to draw conclusions about structural change in the international legal system. By engaging with much new literature on non-state actors in international law, she seeks to dispel myths about state-centrism and the direction in which the international legal system continues to evolve.
Aviation Systems
This book aims to provide comprehensive coverage of the field of air transportation, giving attention to all major aspects, such as aviation regulation, economics, management and strategy. The book approaches aviation as an interrelated economic system and in so doing presents the “big picture” of aviation in the market economy. It explains the linkages between domains such as politics, society, technology, economy, ecology, regulation and how these influence each other. Examples of airports and airlines, and case studies in each chapter support the application-oriented approach. Students and researchers in business administration with a focus on the aviation industry, as well as professionals in the industry looking to refresh or broaden their knowledge of the field will benefit from this book.
Does Writing Have a Future?
A prescient exploration of the fate of the book in the digital age.
You will never be free
You will never be free, because there is no 'you' which is imprisoned. Freedom is all there is, one could say, yet, there is no one apart to be aware of it. In that sense, everything is naturally and beautifully itself. Everything is absolutely realized already.
