Machine learning
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The Essentials of Machine Learning in Finance and Accounting (Bog, Paperback / softback, Engelsk)This book introduces machine learning in finance and illustrates how to integrate computational tools with numerical finance with real world applications.
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Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices (Bog, Paperback / softback, Engelsk)This comprehensive book offers valuable insights while using a wealth of examples and illustrations to effectively demonstrate the principles, algorithms, challenges and applications of machine learning and data mining for computer and cyber security.
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PyTorch Pocket Reference: Building and Deploying Deep Learning Models (Bog, Paperback / softback, Engelsk)This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant... Læs mere
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Mathematical Foundations of Infinite-Dimensional Statistical Models (Bog, Paperback / softback, Engelsk)High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically... Læs mere
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Ripple-Down Rules: The Alternative to Machine Learning (Bog, Paperback / softback, Engelsk)Machine learning algorithms hold out extraordinary promise, but the reality is that their success depends entirely on the suitability of the data... Læs mere
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Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes (Bog, Paperback / softback, Engelsk)Intermediate user level
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The Artist in the Machine (Bog, Paperback / softback, Engelsk)An authority on creativity introduces readers to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans.
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Artificial Intelligence (WIRED guides): How Machine Learning Will Shape the Next Decade (Bog, Paperback / softback, Engelsk)The past decade has witnessed extraordinary advances in artificial intelligence. He looks at the ways in which it has... Læs mere
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Machine Learning for Asset Managers (Bog, Paperback / softback, Engelsk)The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods.
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How Smart Machines Think (Bog, Paperback / softback, Engelsk)Everything you've always wanted to know about self-driving cars, Netflix recommendations, IBM's Watson, and video game-playing computer programs.
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