{"product_id":"implementations-and-applications-of-machine-learning-von-saad-subair-christopher-thron-hrsg","title":"Implementations and Applications of Machine Learning","description":"\n                                \n                \u003cp\u003e\n                                        This book provides step-by-step explanations of successful implementations and practical applications of machine learning. The book’s GitHub page contains software codes to assist readers in adapting materials and methods for their own use. A wide variety of applications are discussed, including wireless mesh network and power systems optimization; computer vision; image and facial recognition; protein prediction; data mining; and data discovery. Numerous state-of-the-art machine learning techniques are employed (with detailed explanations), including biologically-inspired optimization (genetic and other evolutionary algorithms, swarm intelligence); Viola Jones face detection; Gaussian mixture modeling; support vector machines; deep convolutional neural networks with performance enhancement techniques (including network design, learning rate optimization, data augmentation, transfer learning); spiking neural networks and timing dependent plasticity; frequent itemset mining; binary classification; and dynamic programming.  This book provides valuable information on effective, cutting-edge techniques, and approaches for students, researchers, practitioners, and teachers in the field of machine learning.\n                    \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030378295\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030378325\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030378295","offer_id":32382256218205,"sku":"9783030378295","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030378325","offer_id":39419138375773,"sku":"9783030378325","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/4f27b9f3-b9ff-40bb-9676-16269fbb01e0.jpg?v=1774674794","url":"https:\/\/shop.autorenwelt.de\/en\/products\/implementations-and-applications-of-machine-learning-von-saad-subair-christopher-thron-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}