{"product_id":"machine-learning-discriminative-and-generative-von-tony-jebara","title":"Machine Learning","description":"\n                                \n                \u003cp\u003e\n                                        \n                    \u003cstrong\u003e\n                                                Machine Learning:\n                        \n                        \u003cem\u003e \u003c\/em\u003e\n                                                Discriminative and Generative\n                    \n                    \u003c\/strong\u003e\n                                         covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines. However, unlike previous books that only discuss these rather different approaches in isolation, it bridges the two schools of thought together within a common framework, elegantly connecting their various theories and making one common big-picture. Also, this bridge brings forth new hybrid discriminative-generative tools that combine the strengths of both camps. This book serves multiple purposes as well. The framework acts as a scientific breakthrough, fusing the areas of generative and discriminative learning and will be of interest to many researchers. However, as a conceptual breakthrough, this common framework unifies many previously unrelated tools and techniques and makes them understandable to a larger portion of the public. This gives the more practical-minded engineer, student and the industrial public an easy-access and more sensible road map into the world of machine learning. \n                \n                \u003c\/p\u003e\n                                \n                \n                \u003cp\u003e\n                                        \n                    \u003cstrong\u003eMachine Learning: Discriminative and Generative\u003c\/strong\u003e\n                                         is designed for an audience composed of researchers \u0026amp; practitioners in industry and academia. The book is also suitable as a secondary text for graduate-level students in computer science and engineering. \n                \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781402076473\"\u003e\u003ch3\u003eDiscriminative and Generative\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461347569\"\u003e\u003ch3\u003eDiscriminative and Generative\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9781402076473","offer_id":51466430918,"sku":"9781402076473","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781461347569","offer_id":39416562384989,"sku":"9781461347569","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b8d743d1-3544-4635-8731-0bf53c3fd0bb.jpg?v=1781410283","url":"https:\/\/shop.autorenwelt.de\/products\/machine-learning-discriminative-and-generative-von-tony-jebara","provider":"Autorenwelt Shop","version":"1.0","type":"link"}