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Applied Machine Learning
Machine learning methods are now an important tool for scientists, researchers, engineers and students in a wide range of areas. This book is written for people who want to adopt and use the main tools of machine learning, but aren’t necessarily going to want to be machine learning researchers. Intended for students in final year undergraduate or first year graduate computer science programs in machine learning, this textbook is a machine learning toolkit. Applied Machine Learning covers many topics for people who want to use machine learning processes to get things done, with a strong emphasis on using existing tools and packages, rather than writing one’s own code. A companion to the a...
Bonnie Prince Charlie and the Jacobites
In the summer of 1745 'Bonnie Prince Charlie', grandson of James VII and II landed on the Isle of Eriskay in the Outer Hebrides of Scotland. He would be the Jacobite Stuarts' last hope in the fight to regain the three kingdoms of England, Scotland and Ireland. A major new exhibition on Bonnie Prince Charlie and the Jacobites opens at the National Museum of Scotland, and tells a compelling story of love, loss, exile, rebellion and retribution. It will challenge many of the misconceptions that still surround this turbulent period in European history.This book has eight specially commissioned essays on the Jacobites and includes a catalogue that showcases the rich wealth of objects in the exhibition.00Exhibition: National Museums of Scotland, Edinburgh, UK (23.06.-12.11.2017).
Local Hero
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Sigmund Freud and The Forsyth Case
Sigmund Freud and The Forsyth Case uses newly discovered primary sources to investigate one of Sigmund Freud’s most mysterious clinical experiences, the Forsyth case. The book details Pierri’s attempts to recover the lost original case notes, which are published here for the first time, to identify the patient involved and to set the case into the broader frame of Freud’s work. Maria Pierri begins with a preliminary illustration of the case, its historical context, and how it connects to Freud’s interests in "thought-transmission," or telepathy. The author illustrates the possibility of a psychoanalytic interpretation of the transference and countertransference elements potentially c...
Probability and Statistics for Computer Science
This textbook is aimed at computer science undergraduates late in sophomore or early in junior year, supplying a comprehensive background in qualitative and quantitative data analysis, probability, random variables, and statistical methods, including machine learning. With careful treatment of topics that fill the curricular needs for the course, Probability and Statistics for Computer Science features: • A treatment of random variables and expectations dealing primarily with the discrete case. • A practical treatment of simulation, showing how many interesting probabilities and expectations can be extracted, with particular emphasis on Markov chains. • A clear but crisp account of sim...
Computer Vision: A Modern Approach
Appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering. This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods.
Development Economics
Broad beliefs about the economics of ‘developing countries’ and of the development process have changed considerably since the subject became of wide interest in the 1950s; due largely to changes in the world and in the application of economic policies within developing countries. Subjects such as environment, gender, poverty, famine and globalization have come to be of increasingly important public interest. The extreme divergence of experience among regions of the world has also made it more and more questionable whether it even makes sense to think of a single and distinctive ‘economics of developing countries’. This textbook presents a concise and up-to-date examination of the field of development economics, bringing together historical perspectives, current issues and policy implications. Each chapter can be read as a stand-alone unit, or as part of the wider economic debates presented throughout the book.
The Scottish Jurist
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