{"product_id":"federated-learning-lam-m-nguyen-9780443190377","title":"Federated Learning: Theory and Practice","description":"Federated Learning: Theory and Practi ce provides a holisti c treatment to federated learning as a distributed learning system with various forms of decentralized data and features. Part I of the book begins with a broad overview of opti mizati on fundamentals and modeling challenges, covering various aspects of communicati on effi ciency, theoretical convergence, and security. Part II features\u003cbr\u003eemerging challenges stemming from many socially driven concerns of federated learning as a future public machine learning service. Part III concludes the book with a wide array of industrial applicati ons of federated learning, as well as ethical considerations, showcasing its immense potential for driving innovation while safeguarding sensitive data. \u003cp\u003e\u003c\/p\u003eFederated Learning: Theory and Practi ce provides a comprehensive and accessible introducti on to federated learning which is suitable for researchers and students in academia, and industrial practitioners who seek to leverage the latest advance in machine learning for their entrepreneurial endeavors.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Lam M. Nguyen\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443190372\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443190377\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/15\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 434\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.89d","brand":"Lam M. Nguyen","offers":[{"title":"Paperback","offer_id":46372568596735,"sku":"9780443190377","price":125.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c4fb1b99-d9ed-459a-992d-7d07b224507a.jpg?v=1732726328","url":"https:\/\/www.whiterainbookhouse.com\/products\/federated-learning-lam-m-nguyen-9780443190377","provider":"WR Book House","version":"1.0","type":"link"}