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The North Hollywood Shootout
February 28, 1997. Early morning. Larry Phillips, Jr. and Emil Matasareanu were on their way to the North Hollywood Bank of America branch. In the trunk of their 1987 Chevrolet Celebrity, more than 3,000 rounds of ammunition, and five rifles, including 2 converted automated Norinco Type 56 S rifles. Their plan was simple: enter the bank, scare bank employees and customers, neutralize as need be the security guards, break the volt, steal the money, exit 8 minutes later, get away, and then celebrate. Their plan would turn for the worst, to the most violent 44-minute long shootout in modern American police history...
Probabilistic Machine Learning
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers...
Circuit Breaking
Circuit Breaking presents a comprehensive guide for clinicians to help people eliminate their substance abuse problems. Readers will learn that substance abuse is not caused by a disease, but is the consequence of their brains being chronically exposed to psychoactive substances that over time create brain circuits that drive compulsive substance abuse.
A Neural Network Model of Lexical Organisation
An engaging study of the mental lexicon: the way in which the form and meaning of words is stored by speakers of specific languages.
Visual Navigation
All biological systems with vision move about their environments and successfully perform many tasks. The same capabilities are needed in the world of robots. To that end, recent results in empirical fields that study insects and primates, as well as in theoretical and applied disciplines that design robots, have uncovered a number of the principles of navigation. To offer a unifying approach to the situation, this book brings together ideas from zoology, psychology, neurobiology, mathematics, geometry, computer science, and engineering. It contains theoretical developments that will be essential in future research on the topic -- especially new representations of space with less complexity ...
You’re Not Listening
'BRILLIANT' Chris Evans, Virgin Radio Breakfast Show When was the last time you listened to someone, or someone really listened to you? This life-changing book will transform your conversations forever. At work, we're taught to lead the conversation. On social media, we shape our personal narratives. At parties, we talk over one another. So do our politicians. We're not listening. And no one is listening to us. Now more than ever, we need to listen to those around us. New York Times contributor Kate Murphy draws on countless conversations she has had with everyone from priests to CIA interrogators, focus group moderators to bartenders, her great-great aunt to her friend's toddler, to show ho...
Evaluating Research in Academic Journals
Evaluating Research in Academic Journals is a guide for students learning how to evaluate reports of empirical research published in academic journals. It breaks down the process of evaluating a journal article into easy-to-understand steps and emphasizes the practical aspects of evaluating research. The book describes the nuances that may make an article publishable, even when it has serious methodological flaws. Students learn when and why certain types of flaws may be tolerated, and why evaluation should not be performed mechanically. Each chapter is organized around evaluation questions, and the book includes numerous examples from journals in the social and behavioral sciences to illust...
Wildlife Habitat Management
In recent years, conflicts between ecological conservation and economic growth forced a reassessment of the motivations and goals of wildlife and forestry management. Focus shifted from game and commodity management to biodiversity conservation and ecological forestry. Previously separate fields such as forestry, biology, botany, and zoology merged
