Key FeaturesBook DescriptionAs more and more organizations are discovering the use of big data analytics, interest in platforms that provide storage, computation, and analytic capabilities has increased. Apache Mahout caters to this need and paves the way for the implementation of complex algorithms in the field of machine learning to better analyse your data and get useful insights into it. Starting with the introduction of clustering algorithms, this...

About This BookExplore the different types of classification algorithms available in Apache MahoutCreate and evaluate your own ready-to-use classification models using real world datasetsA practical guide to problems faced in classification with concepts explained in an easy-to-understand mannerWho This Book Is ForIf you are a data scientist who has some experience with the Hadoop ecosystem and machine learning methods and want t...

This book explores the global dimensions of internationalization in business and management education. Highlighting India’s growing influence and expanding presence in the international education landscape, it addresses institutional strategies for global relevance, focusing on innovation, international positioning, and the role of technology. It delves into structural enablers such as cross-border partnerships, faculty perspectives, and integrating sustainability and social impact into cu...

Emerging markets due to their dynamism, resilience and complexities are a significant area of study for management theorists and practitioners. This volume brings together case studies from diverse corners of the industry and offers insightful analyses of real-world management challenges and strategies in dynamic environments.The book showcases the diversity of emerging markets that offer unique challenges in finance, marketing, organization and HR, among others. From family-owned ...

A series of calamities has, in recent years, had an impact on business performance. This book explores strategies and business responses in times of crisis.The COVID-19 pandemic and the hyper competitive market environment have compelled organizations and industries to redraw the limits of their operational and strategic activities. Organizations in emerging markets are facing a great challenge in keeping their businesses afloat in these difficult times. This book offers an insight...

The world is changing at an unprecedented pace and organizations worldwide are finding it difficult to match their operational efficiency and sustainable development targets with the United Nations Sustainable Development Goals (UNSDGs). Due to massive scarcity of resources, global supply chains are under immense pressure, leading to social, economic, and environmental challenges. Holistic sustainable development across social, economic, and environmental dimensions to create an equitable ...

Global business has been affected by several unprecedented and significant problems and threats in the recent past. This book offers comprehensive strategies for managing crises and disruptions to reinvigorate productivity and performance.It discusses themes and issues like crisis management; consumer behaviour during crisis; emerging business models and trends in global business; and risks, impacts and mitigation strategies. The book provides an overview of business processes high...

Taxmann's Quick Revision Charts for Corporate & Economic Laws is prepared exclusively for the Final Level of Chartered Accountancy Examination requirement. It covers the entire revised syllabus as per ICAI under the New Scheme of Education and Training.The materials in each chapter are provided in a systematic order so that even an ordinary student can acquire thorough, latest & up to date knowledge of the subject, in a short period of time, without any exertion on the stud...

This book provides a comprehensive and contemporary source of reference for the gig economy for sustainable businesses with a focus on Industry 4.0. It covers the theoretical and practical implications of the rise of an alternative system in the era of technology-driven business entities; and explains the emergence of the gig economy as a crucial factor in devising approaches that will help in ensuring better decision making.As the COVID-19 pandemic rages on, investors and corporat...

This book presents the select proceedings of the 3rd International Conference on Computational and Experimental Methods in Mechanical Engineering (ICCEMME 2020). The book discusses the recent researches and concrete findings in the field of mechanical design and automation with its allied branches. Various topics covered in this book include modeling and simulation, application of modelling to complex real-world systems, application of machine or deep learning in mechanical problems, artif...

People of all ages and levels of health will benefit from the information and life changing strategies that are laid out in Creating Heart Health. Yu will learn how to live healthier, feel happier, and arm yourself with strategies for success in starting your new lifestyle. The knowledge you obtain her will be life changing for you and those you care about.Empower yourself and gain the knowledge it takes to become your own treatment specialist no one knows better t...

This book explores emerging research and pedagogy in analytics and data science that have become core to many businesses as they work to derive value from data. The chapters examine the role of analytics and data science to create, spread, develop and utilize analytics applications for practice. Selected chapters provide a good balance between discussing research advances and pedagogical tools in key topic areas in analytics and data science in a systematic manner. This book also focuses o...