This book provides an introduction to machine learning, security and cloud computing, from a conceptual level, along with their usage with underlying infrastructure. The authors emphasize fundamentals and best practices for using AI and ML in a dynamic infrastructure with cloud computing and high security, preparing readers to select and make use of appropriate techniques. Important topics are demonstrated using real applications and case studies.

This book provides an introduction to machine learning and cloud computing, both from a conceptual level, along with their usage with underlying infrastructure. The authors emphasize fundamentals and best practices for using AI and ML in a dynamic infrastructure with cloud computing and high security, preparing readers to select and make use of appropriate techniques. Important topics are demonstrated using real applications and case studies.

This text is designed to teach accurate financial accounting, which has the communication of relevant financial information to internal and external users as its primary subject. This volume represents to focus on new directions with special emphasis on concepts, rational, measurement, and reporting. With this in mind, I have attempted to impart these principles in this book. All of the financial terms are described using easy-to-understand terminology, as are the financial ratios. I belie...

Fragments of a Life Observed is a reflective collection of musings by Pramod K. Gupta, shaped by lived experience, emotional honesty, and a deep engagement with life’s quiet truths.The book moves through relationships, ageing, illness, memory, friendship, family, gratitude, faith, public life, nostalgia, solitude, and the ordinary moments that often reveal the deepest meanings. A passing conversation, a remembered journey, a moment of helplessness, a friend’s absence, a family occa...

This audiobook is narrated by an AI Voice.What does a successful life look like when success is no longer the measure?At sixty-six, Harsh has spent decades building a respected career, caring for his family, and believing that peace will arrive once everything falls into place. But retirement—and a life-altering stroke—change the terms of his days. Tasks he once took for granted become hard-won victories, while the questions he has long postponed refuse to stay silent.

The convergence of artificial intelligence (AI), green computing, and information security can create sustainable, efficient, and secure IT systems. That is, the latest advancements in leveraging AI may minimize environmental impact, optimize resource usage, and bolster cybersecurity within green IT frameworks. Thus, a holistic view of AI can drive sustainable innovation in computing and information systems. This is important for raising awareness about the importance of sustainability in ...

Unlock the future of healthcare innovation with this comprehensive guide to AI and machine learning in medical software. Designed for engineers, data scientists, and healthcare leaders, this book provides a practical roadmap for developing safe, effective, and compliant AI/ML-driven medical devices. From foundational principles to advanced deployment, including Software in Medical Devices (SiMD) and Software as a Medical Device (SaMD), this book covers everything you need to know. Explore ...

The issue of flooding has become a significant challenge on a global scale especially in rain-fed ecosystems, having soils with poor drainage. This significantly diminishes crop yield. Therefore, it is imperative to address the issue of flood stress, including the potential strategies for mitigating its adverse effects on crop yield, in order to ensure the continued provision of food for the growing global population.This book aims at bringing out a comprehensive collection of info...

Integrative Omics: Concepts, Methodology and Applications provides a holistic and integrated view of defining and applying network approaches, integrative tools, and methods to solve problems for the rationalization of genotype to phenotype relationships. The reference includes a range of chapters in a systemic 'step by step' manner, which begins with the basic concepts from Omic to Multi Integrative Omics approaches, followed by their full range of approaches, applications, emerging trend...

This volume focuses on technological advances relevant to establishing biofuels as a viable alternative to fossil fuels by overcoming current limitations. The progressive depletion of fossil fuels due to their large-scale utilization and their environmental consequences, notably global warming, increase the need for sustainable and cleaner energy options. Renewable biofuels – like biohydrogen, biomethane, biogas, ethanol and butenol – represent attractive energy sources to meet the growing...

World population is increasing at an alarming rate and this has resulted in increasing tremendously the demand for tree products such as wood for construction materials, fuel and paper, fruits, oils and medicines etc. This has put immense pressure on the world’s supplies of trees and raw material to industry and will continue to do so as long as human population continues to grow. Also, the quality of human diet, especially nutritional components, is adversely affected due to limited genet...

World population is increasing at an alarming rate and this has resulted in increasing tremendously the demand for tree products such as wood for construction materials, fuel and paper, fruits, oils and medicines etc. This has put immense pressure on the world’s supplies of trees and raw material to industry and will continue to do so as long as human population continues to grow. Also, the quality of human diet, especially nutritional components, is adversely affected due to limited genet...