{"product_id":"systems-engineering-neural-networks-by-alessandro-migliaccio-9781119901990","title":"Systems Engineering Neural Networks","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cem\u003eSystems Engineering Neural Networks\u003c\/em\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eA complete and authoritative discussion of systems engineering and neural networks\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003eIn \u003cem\u003eSystems Engineering Neural Networks\u003c\/em\u003e, a team of distinguished researchers deliver a thorough exploration of the fundamental concepts underpinning the creation and improvement of neural networks with a systems engineering mindset. In the book, you’ll find a general theoretical discussion of both systems engineering and neural networks accompanied by coverage of relevant and specific topics, from deep learning fundamentals to sport business applications.\u003c\/p\u003e\n\n\u003cp\u003eReaders will discover in-depth examples derived from many years of engineering experience, a comprehensive glossary with links to further reading, and supplementary online content. The authors have also included a variety of applications programmed in both Python 3 and Microsoft Excel.\u003c\/p\u003e\n\n\u003cp\u003eThe book provides:\u003c\/p\u003e\n\n\u003cul\u003e\n  \u003cli\u003eA thorough introduction to neural networks, introduced as key elements of complex systems\u003c\/li\u003e\n  \u003cli\u003ePractical discussions of systems engineering and forecasting, complexity theory, and optimisation and how these techniques can be used to support applications outside of the traditional AI domains\u003c\/li\u003e\n  \u003cli\u003eComprehensive explorations of input and output, hidden layers, and bias in neural networks, as well as activation functions, cost functions, and back-propagation\u003c\/li\u003e\n  \u003cli\u003eGuidelines for software development incorporating neural networks with a systems engineering methodology\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003ePerfect for students and professionals eager to incorporate machine learning techniques into their products and processes, \u003cem\u003eSystems Engineering Neural Networks\u003c\/em\u003e will also earn a place in the libraries of managers and researchers working in areas involving neural networks.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":47455745278188,"sku":"9781119901990","price":247.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/81gf2M3P_VL._SL1500.jpg?v=1774795689","url":"https:\/\/bookhero.co.nz\/products\/systems-engineering-neural-networks-by-alessandro-migliaccio-9781119901990","provider":"Book Hero","version":"1.0","type":"link"}