Название: Applied Machine Learning Автор: M. Gopal Издательство: McGraw-Hill Education Год: 2019 Формат: True PDF Страниц: 652 Размер: 312 Mb Язык: English
Cutting-edge machine learning principles, practices, and applications This comprehensive textbook explores the theoretical under¬pinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed. Coverage includes: •Supervised learning •Statistical learning •Learning with support vector machines (SVM) •Learning with neural networks (NN) •Fuzzy inference systems •Data clustering •Data transformations •Decision tree learning •Business intelligence •Data mining •And much more
Machine Learning with R Название: Machine Learning with R Автор: Abhijit Ghatak Издательство: Springer ISBN: 9811068070 Год: 2017 Страниц: 224 Язык: английский Формат:...
Machine Learning: A Constraint-Based Approach Название: Machine Learning: A Constraint-Based Approach Автор: Marco Gori Ph.D. Издательство: Morgan Kaufmann Год: 2017 Страниц: 580 Формат: True PDF...
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Applied Machine Learning by M. Gopal 
