Physics of Data Science and Machine Learning

Name: Physics of Data Science and Machine Learning
Brand: CRC Press

CRC Press

Physics of Data Science and Machine LearningAuthor(s): Ijaz A. Rauf\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9781032074016, 978-1032074016\nSynopsis\nPhysics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning, and artificial intelligence for physicists looking to integrate these techniques into their work.\n\nThis book is written explicitly for physicists, marrying quantum and statistical mechanics with modern data mining, data science, and machine learning. It also explains how to integrate these techniques into the design of experiments, while exploring neural networks and machine learning, building on fundamental concepts of statistical and quantum mechanics.\n\nThis book is a self-learning tool for physicists looking to learn how to utilize data science and machine learning in their research. It will also be of interest to computer scientists and applied mathemat.