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Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

Ever wondered how to make a bow and arrow or build a box castle? Or wanted to grow crystals in vinegar or bend water with a balloon? If so, this is the book for you. Divided into four fun-filled chapters, 'Outdoor and Adventurous', 'Science and Nature', 'Arts and Crafts' and 'Rainy Day', this interactive book contains 101 exciting activities and traditional pastimes for young, intelligent boys and girls keen to explore the world and learn new skills. It also contains space to tick off each activity as it is completed. This book is guaranteed to encourage you to switch off the TV, shut down The War on Women download PDF the computer and get lost in hours of old-fashioned fun ...and perhaps a little bit of mischief! 'Early Modern' is a term applied to the period which falls between the end of the middle ages and the beginning of the nineteenth century. This book provides a comprehensive introduction to Europe in this period, exploring the changes and transitions involved in the move towards modernity. Nine newly commissioned chapters under the careful editorship of Euan Cameron cover social, political, economic, and cultural perspectives, all contributing to a full and vibrant picture of Europe during this time. The chapters are organized thematically, and consider the evolving European economy and society, the impact of new ideas on religion, and the emergence of modern political attitudes and techniques. The text is complemented with many illustrations throughout to give a feel of the changes in life beyond the raw historical data.

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Author: David Barber
Number of Pages: 735 pages
Published Date: 01 Apr 2012
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
ISBN: 9780521518147
Download Link: Click Here
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