Model-Based Machine Learning by Winn New 9781498756815 Fast Free Shipping..

Name: Model-Based Machine Learning by Winn New 9781498756815 Fast Free Shipping..
Brand: Taylor & Francis Inc

Taylor & Francis Inc

Brand new product\nFree UK standard delivery 2-3 days from despatch\nTracked secure courier\nPlease check delivery times at top of listing\nBookCurl is a family bookseller - thank you for your business\n\nToday, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learning is connecting the abstract mathematics of a machine learning technique to a concrete, real world problem. This book tackles this challenge through model-based machine learning which focuses on understanding the assumptions encoded in a machine learning system and their corresponding impact on the behaviour of the system.\nThe key ideas of model-based machine learning are introduced through a series of case studies involving real-world applications. Case studies play a central role because it is only in the context of applications that it makes sense to discuss modelling assumptions. Each chapter introduces one case study av