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Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with t...
This book presents a collection of cutting edge work from leading researchers and clinicians around the world on a range of topics within Clinical Aphasiology. However, more than this, the volume is also a tribute to Chris Code, one of the foremost scholars in the field. Professor Code has made a galvanizing impact on the field: as a savant, a motivator and an impresario of trends which have resulted in several significant developments in the field. In the first chapter of this book the editors outline the considerable contributions Chris Code has made to the area. The remaining contents have been divided into three main approaches to the study of aphasia, reflecting Professor Code’s own i...
Natural products play an integral and ongoing role in promoting numerous aspects of scientific advancement, and many aspects of basic research programs are intimately related to natural products. The significance, therefore, of the Studies in Natural Product Chemistry series, edited by Professor Atta-ur-Rahman, cannot be overestimated. This volume, in accordance with previous volumes, presents us with cutting-edge contributions of great importance.
Volume 22, entitled Metal Ions in Bio-Imaging Techniques, of the series Metal Ions in Life Sciences deals with metal ions as tools in imaging. This dates back to the first half of the past century, when barium sulfate was orally given to patients undergoing X-ray examination. The use of contrast agents has since developed into a large interdisciplinary field encompassing not only medicine, but also chemistry, material sciences, physics, biology, engineering, and computer sciences. MILS-22 provides deep and current insights in 17 stimulating chapters on the new research frontiers of this fast growing field on bio-imaging ... and beyond. For example, adding bio-sensing yields theranostic agent...
This book provides a comparative overview and account of how the parties in Western Europe have perceived contemporary challenges of electoral dealignment and how they have responded - whether organizationally, programmatically, or institutionally.
Coalition government among different political parties is the way most European democracies are governed. Traditionally, the study of coalition politics has been focused on Western Europe. Coalition governance in Central Eastern Europe brings the study of the full coalition life-cycle to a region that has undergone tremendous political transformation, but which has not been studied from this perspective. The volume covers Bulgaria, Estonia, the Czech Republic, Latvia, Lithuania, Hungary, Poland, Romania, Slovakia, and Slovenia. It provides information and analyses of the coalition life-cycle, from pre-electoral alliances to coalition formation and portfolio distribution, governing in coaliti...