{"product_id":"implementations-and-applications-of-machine-learning-9783030378301","title":"Implementations and Applications of Machine Learning","description":"\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52932014211351,"sku":null,"price":17479.59,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030378301.jpg?v=1781609371","url":"https:\/\/payment.letskitaboo.com\/te\/products\/implementations-and-applications-of-machine-learning-9783030378301","provider":"Kitaboo One eStore","version":"1.0","type":"link"}