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Learning Theory from First Principles
A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory. Research has exploded in the field of machine learning resulting in complex mathematical arguments that are hard to grasp for new comers. . In this accessible textbook, Francis Bach presents the foundations and latest advances of learning theory for graduate students as well as researchers who want to acquire a basic mathematical understanding of the most widely used machine learning architectures. Taking the position that learning theory does not exist outside of algorithms that can be run in practice, this book focuses on the theoretical analysis of learning algorithms as it relates...
The Idaho Librarian
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Coming of Age in Reference Services
Coming of Age in Reference Services: A Case History of the Washington State University Libraries focuses on the triumphs, trials, ideas, and difficulties of the Holland Library and how these experiences can help other professionals enhance services for patrons. The articles, written by reference librarians at the library, discuss topics such as departmental history and culture, training reference professionals, and user education programs to give you insight into how other librarians solve problems or implement changes. From Coming of Age in Reference Services, you'll receive advice from experienced professionals that can help you create change in your library and help you adapt to the many ...
Conspiracy
The author discusses how we should think about conspiracy theories, who believes them and why, which conspiracy theories are likely to be true or false and what criteria we can use to assess them, and what we should do to combat dangerous conspiracism and reestablish trust in our democratic institutions, in the media, and in one another -- Provided by publisher.
Idaho Wilderness
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