This book provides the reader with an up-to-date explanation of Machine Learning and an in-depth, comprehensive, and straightforward understanding of the architectural techniques used to evaluate and anticipate the futuristic insights of data using Apache Spark.The book walks readers by setting up Hadoop and Spark installations on-premises, Docker, and AWS. Readers will learn about Spark MLib and how to utilize it in supervised and unsupervised machine learning scenarios. With the help of ...

The two-volume set CCIS 1951 and 1952 constitutes the refereed post-conference proceedings of the Third International Conference on Machine Intelligence and Smart Systems, MISS 2023, Bhopal, India, during January 24-25, 2023.The 58 full papers included in this book were carefully reviewed and selected from 203 submissions. They were organized in topical sections as follows: Language processing; Recent trends; AI defensive schemes; Principle components; Deduction and prevention mode...

This book &Conscience Pricked& is a collection of ten stories based upon trueincidents of life. Each and every story has a message to send to its readers, over avariety of social evils, which are targeted upon by means of sarcasm with a blend ofhumour. Some of the stories will touch your heart, especially the concluding part.Such stories can be written by the one who has lived experi...

In today’s rapidly evolving work landscape, the integration of diverse perspectives, backgrounds, and identities is crucial for organizational success and societal progress. As businesses strive to create inclusive environments, they face multifaceted challenges in engaging and empowering their diverse workforce. From gender biases in artificial intelligence to the complexities of managing geographically dispersed and linguistically and culturally diverse teams, organizations encounter myr...

Alzheimer’s disease continues to present one of the foremost scientific and clinical challenges in contemporary neuroscience. Despite significant advances in molecular biology and neuroimaging, its complex etiology and progressive course remain only partially understood, and truly effective disease-modifying therapies remain elusive.This scholarly volume offers a comprehensive and integrative examination of Alzheimer’s disease, combining cutting-edge research with clinical perspect...

In the era of precision medicine, the demand for smart and targeted drug delivery technologies is greater than ever. Redox-responsive delivery systems represent a cutting-edge approach that exploits the unique oxidative and reductive environments of diseased tissues to achieve site-specific therapeutic action.This comprehensive volume brings together foundational knowledge, recent innovations, and application-specific insights into redox-sensitive systems used for drug, gene and va...

This book addresses the topic of people analytics focusing especially on demystifying analytics for managers, from both statistical and computing points of view. It presents the evolution and the importance of people analytics in today’s workforce management and highlights the motivation for studying business analytics, shows the different levels of analytic maturity and discusses real world success stories of business analytics in action through case studies. The volume provides the reade...

The two-volume set CCIS 1951 and 1952 constitutes the refereed post-conference proceedings of the Third International Conference on Machine Intelligence and Smart Systems, MISS 2023, Bhopal, India, during January 24-25, 2023.The 58 full papers included in this book were carefully reviewed and selected from 203 submissions. They were organized in topical sections as follows: Language processing; Recent trends; AI defensive schemes; Principle components; Deduction and prevention mode...

Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from tons of data being generated for saving lives, reducing medical errors, enhancing efficiency, r...

This book is a collection of peer-reviewed best selected research papers presented at the Second International Conference on Machine Intelligence and Smart Systems (MISS 2021), organized during September 24–25, 2021, in Gwalior, India. The book presents new advances and research results in the fields of machine intelligence, artificial intelligence and smart systems. It includes main paradigms of machine intelligence algorithms, namely (1) neural networks, (2) evolutionary computation, (3)...

This book is a collection of peer-reviewed best selected research papers presented at the First International Conference on Machine Intelligence and Smart Systems 2020 (MISS 2020), organized during September 24–25, 2020, in Gwalior, India. The book presents new advances and research results in the fields of machine intelligence, artificial intelligence and smart systems. It includes main paradigms of machine intelligence algorithms, namely (1) neural networks, (2) evolutionary computation,...

This unique volume shows how to tackle the challenges of diversity in the workplace. It addresses the need to keep the workforce engaged while taking into consideration the diverse backgrounds of employees. The book explores 12 themes of workforce diversity and culture, including differences of race, religion, gender, sexuality, income class, education level, marital status, generation/age, physical ability, and more. Focusing on the benefits of engaging a diverse workforce, the volume con...