Pradeep Singh – alle Bücher, Blu-ray Discs und DVDs

Pradeep Singh, Balasubramanian Raman
Foundations of Machine Learning and AI

Studies in Big Data - Band 199

This book builds a single, coherent pathway from linear algebra to probability and statistical learning-the twin pillars behind modern Data Science, AI, and ML. With equal emphasis on geometry (matrices, …

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Pradeep Singh, Balasubramanian Raman
Deep Learning Through the Prism of Tensors

Studies in Big Data - Band 162

In the rapidly evolving field of artificial intelligence, this book serves as a crucial resource for understanding the mathematical foundations of AI. It explores the intricate world of tensors, the funda…

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Pradeep Singh, Balasubramanian Raman
The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning

Studies in Big Data - Band 175

This book offers an in-depth exploration of the mathematical foundations underlying transformer networks, the cornerstone of modern AI across various domains. Unlike existing literature that focuses prima…

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Advanced Computing Techniques for Optimization in Cloud

This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and metaheuristic approaches f…

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Proceedings of International Conference on Recent Innovations in Computing

Lecture Notes in Electrical Engineering - Band 1195

This book features selected papers presented at the 6th International Conference on Recent Innovations in Computing (ICRIC 2023), held on 26-27 October 2023 at the Central University of Jammu, India, and …

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Exploring Plant Peptide Potentials

Exploring Plant Peptide Potentials offers an in-depth overview of the latest research on these functional molecules, emphasizing their diverse biological roles and growing relevance across disciplines. Th…

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Nature-Based Solutions in Achieving Sustainable Development Goals

This book provides a comprehensive guide to leveraging nature-based economic initiatives for sustainable rural development. The book covers a wide range of topics, including promoting agroecology and sust…

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Resource Recycling and Management of Food Waste

This book discusses the sustainable management and conversion of food waste into various resources through biological resource recovery techniques. An overview is given of the present challenges facing fo…

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Green Carbon Quantum Dots

Engineering Materials

This book highlights the environmental applications of plant-mediated carbon quantum dots, i.e., detection of heavy metals, sensing of toxic organic compounds, degradation of dyes and other toxic compound…

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Sustainable Urban Environments for Human Health

Sustainable Urban Environments for Human Health integrates concepts related to energy sustainability, urbanization, and human health into a single comprehensive resource. This book addresses the multiface…

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Blending Approaches Towards Sustainability Focus

Earth and Environmental Sciences Library

In an era defined by environmental challenges and the urgent need for sustainable practices, this book emerges as a groundbreaking resource for public and private organizations, practitioners, users of en…

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The Participatory Role of Indigenous Women

The Participatory Role of Indigenous Women in Environmental Conservation in the Himalayan Region offers a comprehensive exploration of how Indigenous women leverage their Traditional Ecological Knowledge …

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The Participatory Role of Indigenous Women

This book describes participatory Role of Indigenous Women in Environmental Conservation in the Himalayan Region offers a comprehensive exploration of how Indigenous women leverage their Traditional Ecolo…

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Artificial Intelligence Enabled Real Time Environmental Monitoring

This book highlights the significance and necessity of artificial intelligence based techniques and devices for different environmental sectors. With the recent advancements in technology, artificial inte…

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People and Mountain Environments

People living in the mountains maintain a unique relationship with their surrounding environment. Humans have settled in mountainous regions all across the globe for centuries, adapting to the challenging…

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Photocatalysts based on Carbon Scaffolds

Comprehensive coverage of the advantages of carbon scaffold-based nano photocatalysts, from fundamentals to industrial applicationsPhotocatalysts based on Carbon Scaffolds discusses the advantages, potent…

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Exploring Nanocarriers in Breast Cancer Management

Exploring Nanocarriers in Breast Cancer Management comprehensively delves into the realm of nanocarrier systems, which have shown immense potential in the management of breast cancer. The scope of this bo…

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Learning 'from' and 'with' the Locals

Advances in Asian Human-Environmental Research

This book aims to capture the fading traditional knowledge systems of local and indigenous communities in the Himalayas. As many of these practices are at risk of disappearing, the book serves as a valuab…

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Circular Economy and Environmental Resilience

This book comprehensively covers the contemporary topic of circular economy and its role in promoting environmental resilience and sustainability. It provides extensive coverage by focusing on the existin…

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Advances in Next-Generation Networking for Cyber-Physical System: TCP, SDN, and Emerging Technologies

Studies in Big Data - Band 195

This book provides insights in the field of cyber-physical systems (CPS), which tightly integrates computation, networking, and physical processes. It has transformed the technological landscape across se…

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