{"product_id":"book-1ymz","title":"Federated Learning","description":"\u003cp\u003eExplore the future of privacy-preserving artificial intelligence and discover how machine learning models can be trained without centralizing sensitive data.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFederated Learning\u003c\/strong\u003e is a comprehensive and beginner-friendly guide to one of the most innovative approaches in modern artificial intelligence. Instead of collecting data in a single location, federated learning enables organizations and devices to collaboratively train machine learning models while keeping data where it is generated, improving privacy, security, and regulatory compliance.\u003c\/p\u003e\u003cp\u003eThis book explains the principles, architectures, and real-world applications of federated learning, making complex concepts accessible to students, developers, data scientists, and technology professionals seeking to understand next-generation AI systems.\u003c\/p\u003e\u003cp\u003eInside, you will discover:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe fundamentals of federated learning and distributed AI\u003c\/li\u003e\n\u003cli\u003eHow decentralized model training works\u003c\/li\u003e\n\u003cli\u003ePrivacy-preserving machine learning techniques\u003c\/li\u003e\n\u003cli\u003eFederated learning architectures and communication protocols\u003c\/li\u003e\n\u003cli\u003eModel aggregation and optimization strategies\u003c\/li\u003e\n\u003cli\u003eSecurity challenges and defenses against adversarial attacks\u003c\/li\u003e\n\u003cli\u003eData governance, compliance, and regulatory considerations\u003c\/li\u003e\n\u003cli\u003eApplications in healthcare, finance, mobile devices, IoT, and smart cities\u003c\/li\u003e\n\u003cli\u003eFederated learning frameworks and implementation tools\u003c\/li\u003e\n\u003cli\u003eEmerging trends and the future of decentralized artificial intelligence\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eFederated Learning\u003c\/strong\u003e provides the essential knowledge and practical insights needed to understand and implement privacy-aware machine learning systems in an increasingly data-conscious world.\u003c\/p\u003e","brand":"INAudio","offers":[{"title":"Audiobook","offer_id":67151425306928,"sku":"BD1ymz","price":7.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0879\/2784\/9264\/files\/1ymz-Square-cover.png?v=1782521084","url":"https:\/\/downpour.com\/products\/book-1ymz","provider":"Downpour","version":"1.0","type":"link"}