Solve machine learning engineering challenges for GenAI applications on AWS and automate the LLMOps workflows using AWS services like Amazon Bedrock and Amazon SageMaker Key Features Learn how to build RAG and agent-based GenAI...Lasīt vairāk
This book explores cutting-edge innovations in intelligent systems and their real-world impact. From smart grids and IoT applications to machine learning-driven network optimization and cybersecurity, it covers the key technologies shaping modern...Lasīt vairāk
Master AI agent development with this hands-on guide covering orchestration tools, multi-agent systems, real-world examples, ethical considerations, and practical implementations for immediate business impact. Key Features Buil...Lasīt vairāk
Image processing plays a crucial role in various fields, including digital multimedia, automated vision detection and inspection, and pattern recognition. AI Deep Learning in Image Processing aims to provide a comprehensive overview of the...Lasīt vairāk
This book investigates detailed hyperspectral image clustering using graph neural network (graph learning) methods, focusing on the overall construction of the model, design of self-supervised methods, image pre-processing, and feature extraction...Lasīt vairāk
The book examines issues involved in the transition from traditional mechanical and electrical engineering and their management systems to the new engineering paradigms created by the application of smart systems. It covers applications, methods t...Lasīt vairāk
This book provides a comprehensive exploration of generalization in deep learning, focusing on both theoretical foundations and practical strategies. It delves deeply into how machine learning models, particularly deep neural networks, achieve rob...Lasīt vairāk
This book provides a comprehensive exploration of generalization in deep learning, focusing on both theoretical foundations and practical strategies. It delves deeply into how machine learning models, particularly deep neural networks, achieve rob...Lasīt vairāk
Provides applications of membrane technology in areas from wastewater treatment to several biomedical applications. Limitations in this process are managed by integrating technologies to provide best outcome.The machine learning startegy is includ...Lasīt vairāk
(Izdošanas datums: 30-Aug-2025, Paperback / softback, Izdevniecība: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811281570)
The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, neural tangent and information theory.This un...Lasīt vairāk
(Izdošanas datums: 30-Aug-2025, Hardback, Izdevniecība: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811280627)
The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, neural tangent and information theory.This un...Lasīt vairāk
(Izdošanas datums: 29-Aug-2025, Paperback / softback, Izdevniecība: Morgan Kaufmann Publishers In, ISBN-13: 9780443337284)
Decision-making is a fundamental process that influences outcomes across a wide range of domains, including business, healthcare, scientific research, and automation. With the increasing availability of data and the growing computational power of mod...Lasīt vairāk
This book explains the technologies and tools that underpin GNNs, offering a clear and practical guide to their industrial applications and use cases. AI engineers, data scientists, and researchers in AI and graph the...Lasīt vairāk
Following on from The Shortcut, Nello Cristianini has authored another brilliant book, explaining the ideas behind a technology destined to change the world. If the worst fear is that of the unknown, the cure is knowledge Can m...Lasīt vairāk
Following on from The Shortcut, Nello Cristianini has authored another brilliant book, explaining the ideas behind a technology destined to change the world. If the worst fear is that of the unknown, the cure is knowledge Can m...Lasīt vairāk
This book proposes practical application paradigms for deep neural networks, aiming to establish best practices for their real-world implementation. This book proposes practical application paradigms for deep neural networks, aiming...Lasīt vairāk
Mathematical Foundations for Deep Learning bridges the gap between theoretical mathematics and practical applications in artificial intelligence (AI). This guide delves into the fundamental mathematical concepts that power modern deep lea...Lasīt vairāk
