{"product_id":"machine-learning-foundations-and-strategies-core-principles-advanced-practices-and-architectures-for-modern-ai-systems-9798268392876","title":"Machine Learning Foundations and Strategies: Core Principles, Advanced Practices, and Architectures for Modern AI Systems","description":"\u003cp\u003e • Author(s): Javier M. Fritts\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • Subject: Computer Science and Information Technology, \u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAre you truly confident that you understand how modern artificial intelligence systems are built, trained, and sustained-or do you feel like you're only scratching the surface?\u003c\/p\u003e\u003cp\u003eWhat if you had a practical, comprehensive guide that not only explains the \u003cb\u003efundamental principles of machine learning\u003c\/b\u003e but also takes you through the \u003cb\u003eadvanced strategies, architectures, and real-world practices\u003c\/b\u003e shaping the systems of today and tomorrow?\u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning Foundations \u0026amp; Strategies: Core Principles, Advanced Practices, and Architectures for Modern AI Systems\u003c\/i\u003e is designed for readers who want more than surface-level knowledge. Whether you are a student, a researcher, or a professional looking to sharpen your expertise, this book walks you through both the theory and application of machine learning in a way that is structured, engaging, and deeply informative.\u003c\/p\u003e\u003cp\u003eInside, you will discover: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFoundational concepts explained clearly\u003c\/b\u003e-from supervised and unsupervised approaches to optimization methods, loss functions, and feature engineering.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eAdvanced practices that professionals rely on\u003c\/b\u003e-including regularization techniques, neural architectures, sequence modeling, reinforcement strategies, and distributed training.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eArchitectural insights for modern AI systems\u003c\/b\u003e-covering pipelines, workflow automation, infrastructure, and lifecycle management.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eSecurity, ethics, and sustainability considerations\u003c\/b\u003e-how to build models responsibly and protect data, while preparing for global regulatory changes.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eIndustry-specific case studies\u003c\/b\u003e-examples from healthcare, finance, energy, and agriculture that show how machine learning delivers measurable outcomes in real-world settings.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFuture directions and research frontiers\u003c\/b\u003e-including interpretability beyond 2025, large-scale foundational models, quantum-enhanced learning, and energy-efficient AI.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is written in a way that challenges you to think critically: \u003ci\u003eDo you only want to train a model, or do you want to understand how models can be scaled, maintained, secured, and improved in complex environments?\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003eBy the end, you'll walk away with a strong command of both the \u003cb\u003eprinciples\u003c\/b\u003e and the \u003cb\u003estrategies\u003c\/b\u003e needed to thrive in modern machine learning-knowledge that empowers you to not only follow industry trends but also to contribute meaningfully to the next generation of intelligent systems.\u003c\/p\u003e\u003cp\u003eIf you're ready to elevate your understanding and bridge the gap between foundational knowledge and cutting-edge practice, this book was written for you.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46332316713111,"sku":"9798268392876","price":1554.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798268392876.webp?v=1768725795","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-foundations-and-strategies-core-principles-advanced-practices-and-architectures-for-modern-ai-systems-9798268392876","provider":"Atlantic Books","version":"1.0","type":"link"}