{"product_id":"graph-neural-networks-in-practice-jude-max-9798291732144","title":"Graph Neural Networks in Practice: Design, Train, and Apply GNNs for Real-World AI Systems","description":"\u003cp\u003e\u003cb\u003eAre you ready to solve problems that traditional AI can't? Discover the power of Graph Neural Networks.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis essential reading is for \u003cb\u003emachine learning practitioners\u003c\/b\u003e, \u003cb\u003edata engineers\u003c\/b\u003e, and \u003cb\u003estudents\u003c\/b\u003e aiming to master \u003cb\u003eGraph AI\u003c\/b\u003e and its diverse applications. Equip yourself with the skills to build intelligent systems that understand relationships, predict complex behaviors, and generate novel insights from \u003cb\u003einterconnected data\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey features include: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEnd-to-End Project Workflow: \u003c\/b\u003e From \u003cb\u003egraph modeling\u003c\/b\u003e to \u003cb\u003eGNN deployment\u003c\/b\u003e and \u003cb\u003emonitoring\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eKey Architectures Explained: \u003c\/b\u003e Deep dive into GCN, GraphSAGE, GAT, and \u003cb\u003eheterogeneous GNNs\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eScalability Solutions: \u003c\/b\u003e Tackle \u003cb\u003emassive graphs\u003c\/b\u003e with practical sampling and distributed training techniques.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eReal-World Impact: \u003c\/b\u003e Explore mini case studies across \u003cb\u003ecybersecurity\u003c\/b\u003e, \u003cb\u003esocial network analysis\u003c\/b\u003e, and \u003cb\u003esmart cities\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEthical Deployment: \u003c\/b\u003e Best practices for \u003cb\u003efairness\u003c\/b\u003e, \u003cb\u003erobustness\u003c\/b\u003e, and \u003cb\u003eprivacy\u003c\/b\u003e in \u003cb\u003eGNNs\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHands-on with \u003cb\u003ePyTorch Geometric\u003c\/b\u003e and \u003cb\u003eDGL\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003e\"Graph Neural Networks in Practice\"\u003c\/b\u003e provides the practical knowledge to build impactful \u003cb\u003eAI Systems\u003c\/b\u003e on \u003cb\u003egraph data\u003c\/b\u003e.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jude Max\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798291732144\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/08\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 310\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.59lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.65d","brand":"Jude Max","offers":[{"title":"Paperback","offer_id":48997021778175,"sku":"9798291732144","price":20.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/graph-neural-networks-in-practice-jude-max-9798291732144","provider":"WR Book House","version":"1.0","type":"link"}