Ai And Business Analytics Leveraging Machine Learning For Enhanced Business Intelligence
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Ai And Business Analytics Leveraging Machine Learning For Enhanced Business Intelligence
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Author : SHACHI GHANSHYAM SAYATA, DR. ABHISHEK SINGH VERMA
language : en
Publisher: DeepMisti Publication
Release Date : 2025-01-22
Ai And Business Analytics Leveraging Machine Learning For Enhanced Business Intelligence written by SHACHI GHANSHYAM SAYATA, DR. ABHISHEK SINGH VERMA and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-22 with Computers categories.
In the ever-evolving world of business, data has emerged as one of the most valuable assets. With businesses generating an immense amount of data every day, the challenge lies in turning this data into actionable insights that drive informed decision-making. The convergence of Artificial Intelligence (AI) and business analytics provides a transformative approach to harnessing the potential of data, making it possible for organizations to gain deeper insights, enhance operational efficiency, and innovate in their strategies. "AI and Business Analytics: Leveraging Machine Learning for Enhanced Business Intelligence" explores this powerful intersection, offering a comprehensive understanding of how machine learning (ML) techniques are being utilized to revolutionize the business landscape. The book, authored by Shachi Ghanshyam Sayata and Dr. Abhishek Singh Verma, delves into the theoretical underpinnings of AI and ML while providing practical applications for businesses striving to gain a competitive edge in an increasingly data-driven world. The authors bring their expertise to the forefront by discussing a wide array of topics, from the basics of machine learning algorithms to their advanced applications in real-world business scenarios. The integration of AI in business intelligence allows companies to make predictions, optimize processes, and personalize customer experiences with unprecedented accuracy. As the digital transformation accelerates, businesses are adopting AI-driven analytics to stay ahead of market trends, anticipate challenges, and uncover new opportunities. This book aims to serve as a valuable resource for professionals, researchers, and students alike. It offers a balanced mix of theoretical concepts and hands-on applications, ensuring readers not only grasp the fundamental principles of AI and ML but also learn how to implement these techniques in business environments effectively. It is particularly relevant for those seeking to understand the practical integration of these technologies into business operations, and how AI can lead to smarter decision-making processes that ultimately drive growth and success. In summary, "AI and Business Analytics" provides the necessary tools and insights for leveraging machine learning technologies to unlock the full potential of business intelligence. The authors’ collective expertise and practical approach make this book an indispensable guide for anyone looking to explore the dynamic fusion of AI, business analytics, and machine learning in today’s rapidly changing business world. We hope that this work will inspire both the academic and professional community to engage with these exciting technologies, thereby contributing to the next generation of AI-powered business innovations. Authors
Ai Powered Business Intelligence Leveraging Machine Learning For Scalable Analytics Automated Insights And Strategic Decision Making
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Author : Kishankumar Routhu
language : en
Publisher: SADGURU PUBLICATIONS
Release Date :
Ai Powered Business Intelligence Leveraging Machine Learning For Scalable Analytics Automated Insights And Strategic Decision Making written by Kishankumar Routhu and has been published by SADGURU PUBLICATIONS this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Implementing Business Intelligence Solutions Leveraging Data Analytics For Enhanced Decision Making
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Author : SURAJ DHARMAPURAM ANTONY SATYA VIVEK VARDHAN AKISETTY RAFA ABDUL DR. SINGH RAJ
language : en
Publisher: DeepMisti Publication
Release Date : 2024-11-10
Implementing Business Intelligence Solutions Leveraging Data Analytics For Enhanced Decision Making written by SURAJ DHARMAPURAM ANTONY SATYA VIVEK VARDHAN AKISETTY RAFA ABDUL DR. SINGH RAJ and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-10 with Computers categories.
In the ever-evolving landscape of the modern world, the synergy between technology and management has become a cornerstone of innovation and progress. This book, Implementing Business Intelligence Solutions: Leveraging Data Analytics for Enhanced Decision-Making, is conceived to bridge the gap between emerging technological advancements in data analytics and their strategic application in business management. Our objective is to equip readers with the tools and insights necessary to excel in this dynamic intersection of fields. This book is structured to provide a comprehensive exploration of the methodologies and strategies that define the innovation of business intelligence (BI) solutions and their integration into decision-making practices. From foundational theories to advanced applications, we delve into the critical aspects that drive successful BI initiatives in various industries. We have made a concerted effort to present complex concepts in a clear and accessible manner, making this work suitable for a diverse audience, including students, managers, and industry professionals. In authoring this book, we have drawn upon the latest research and best practices to ensure that readers not only gain a robust theoretical understanding but also acquire practical skills that can be applied in real-world scenarios. The chapters are designed to strike a balance between depth and breadth, covering topics ranging from technological development and data analytics adoption to the strategic management of BI initiatives. Additionally, we emphasize the importance of effective communication, dedicating sections to the art of presenting data-driven insights and solutions in a precise and academically rigorous manner. The inspiration for this book arises from a recognition of the crucial role that business intelligence and data analytics play in shaping the future of business decision-making. We are profoundly grateful to Chancellor Shri Shiv Kumar Gupta of Maharaja Agrasen Himalayan Garhwal University for his unwavering support and vision. His dedication to fostering academic excellence and promoting a culture of innovation has been instrumental in bringing this project to fruition. We hope this book will serve as a valuable resource and inspiration for those eager to deepen their understanding of how data analytics and BI can be harnessed together to drive business innovation. We believe that the knowledge and insights contained within these pages will empower readers to lead the way in creating data-driven solutions that will define the future of business decision-making. Thank you for joining us on this journey. Authors
Ai Meets Bi
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Author : Lakshman Bulusu
language : en
Publisher: CRC Press
Release Date : 2020-11-03
Ai Meets Bi written by Lakshman Bulusu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-03 with Computers categories.
With the emergence of Artificial Intelligence (AI) in the business world, a new era of Business Intelligence (BI) has been ushered in to create real-world business solutions using analytics. BI developers and practitioners now have tools and technologies to create systems and solutions to guide effective decision making. Decisions can be made on the basis of more reliable and accurate information and intelligence, which can lead to valuable, actionable insights for business. Previously, BI professionals were stymied by bad or incomplete data, poorly architected solutions, or even just outright incapable systems or resources. With the advent of AI, BI has new possibilities for effectiveness. This is a long-awaited phase for practitioners and developers and, moreover, for executives and leaders relying on knowledgeable and intelligent decision making for their organizations. Beginning with an outline of the traditional methods for implementing BI in the enterprise and how BI has evolved into using self-service analytics, data discovery, and most recently AI, AI Meets BI first lays out the three typical architectures of the first, second, and third generations of BI. It then takes an in-depth look at various types of analytics and highlights how each of these can be implemented using AI-enabled algorithms and deep learning models. The crux of the book is four industry use cases. They describe how an enterprise can access, assess, and perform analytics on data by way of discovering data, defining key metrics that enable the same, defining governance rules, and activating metadata for AI/ML recommendations. Explaining the implementation specifics of each of these four use cases by way of using various AI-enabled machine learning and deep learning algorithms, this book provides complete code for each of the implementations, along with the output of the code, supplemented by visuals that aid in BI-enabled decision making. Concluding with a brief discussion of the cognitive computing aspects of AI, the book looks at future trends, including augmented analytics, automated and autonomous BI, and security and governance of AI-powered BI.
Proceedings Of Fourth International Conference On Computing And Communication Networks
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Author : Akshi Kumar
language : en
Publisher: Springer Nature
Release Date : 2025-07-02
Proceedings Of Fourth International Conference On Computing And Communication Networks written by Akshi Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-02 with Technology & Engineering categories.
This book includes selected peer-reviewed papers presented at fourth International Conference on Computing and Communication Networks (ICCCN 2024), held at Manchester Metropolitan University, UK, during 17–18 October 2024. The book covers topics of network and computing technologies, artificial intelligence and machine learning, security and privacy, communication systems, cyber physical systems, data analytics, cyber security for industry 4.0, and smart and sustainable environmental systems.
Cross Industry Ai Applications
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Author : Paramasivan, P.
language : en
Publisher: IGI Global
Release Date : 2024-06-17
Cross Industry Ai Applications written by Paramasivan, P. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-17 with Computers categories.
The rise of Artificial Intelligence (AI) amidst the backdrop of a world that is changing at lightning speed presents a whole new set of challenges. One of our biggest hurdles is more transparency in AI solutions. It's a complex issue, but one that we need to address if we want to ensure that the benefits of AI are accessible to everyone. Across diverse sectors such as healthcare, surveillance, and human-computer interaction, the inability to understand and evaluate AI's decision-making processes hinders progress and raises concerns about accountability. Cross-Industry AI Applications is a groundbreaking solution to illuminate the mysteries of AI-driven human behavior analysis. This pioneering book addresses the necessity of transparency and explainability in AI systems, particularly in analyzing human behavior. Compiling insights from leading experts and academics offers a comprehensive exploration of state-of-the-art methodologies, benchmarks, and systems for understanding and predicting human behavior using AI. Each chapter delves into novel approaches and real-world applications, from facial expressions to gesture recognition, providing invaluable knowledge for scholars and professionals alike.
Business Intelligence And Data Analysis In The Age Of Ai
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Author : Arshad Khan
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2025-03-01
Business Intelligence And Data Analysis In The Age Of Ai written by Arshad Khan and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-01 with Computers categories.
Unlock data-driven decision-making with Business Intelligence and Data Analysis in the Age of AI. This guide combines traditional BI with AI’s transformative power to help professionals and newcomers excel in the data era. Whether you're a seasoned professional or new to BI, this book provides actionable strategies to navigate the complexities of modern data analysis. Embark on this illuminating journey to master the tools, strategies, and ethical considerations that define modern business intelligence and AI. FEATURES • BI Fundamentals: Master analytics processes and tools • Ethical and Regulatory Challenges: Navigate governance, security, privacy, and ethical frameworks • BI Tools: Learn the power of tools like R, SQL, Python, and data manipulation techniques • Visualize and Predict: Learn data visualization and predictive analytics to forecast trends and drive innovation • Embrace the Future: Discover how AI transforms BI, unlocking new opportunities and navigating emerging risks.
Holistic Approach To Ai And Leadership
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Author : Elsherif, Hesham Mohamed
language : en
Publisher: IGI Global
Release Date : 2024-06-06
Holistic Approach To Ai And Leadership written by Elsherif, Hesham Mohamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-06 with Business & Economics categories.
In the current fast-paced digital era, incorporating Artificial Intelligence (AI) into leadership practices is a complex challenge. The ever-evolving technological landscape demands a new approach to leadership that embraces AI while upholding human-centric values. This convergence of AI and leadership necessitates innovative solutions to stay ahead in a competitive environment. The Holistic Approach to AI and Leadership offers more than just theory; it provides practical solutions for integrating AI into strategic vision. This comprehensive guide explores AI's impact on decision-making processes, training, and capacity building, addressing resistance and measuring ROI through real-world case studies and scenarios. Targeting a diverse audience, from top-tier executives and human resources professionals to AI developers and researchers, the book equips leaders with the knowledge to make informed decisions about AI integration. By emphasizing the enduring importance of human connection and ethical considerations, this approach ensures that technological advancements enhance, rather than overshadow, the human aspects of leadership, reshaping the modern management paradigm.
Developing Managerial Skills For Global Business Success
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Author : Barrena-Martinez, Jesus
language : en
Publisher: IGI Global
Release Date : 2024-11-22
Developing Managerial Skills For Global Business Success written by Barrena-Martinez, Jesus and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-22 with Business & Economics categories.
The demand for skilled international managers has never been higher in an increasingly interconnected world. Companies are expanding globally, requiring professionals who can navigate diverse cultures, make informed decisions, and lead effectively. However, many current and future managers must gain the essential competencies to succeed in this complex environment. Drawing on the latest research and practical insights, Developing Managerial Skills for Global Business Success provides a roadmap for developing the essential skills required for successful international management. From critical thinking to cross-cultural communication, readers will gain a deep understanding of the competencies necessary to excel in today's global business landscape. Each chapter is filled with practical advice, real-world examples, and actionable strategies, making it an invaluable resource for students and practitioners.
Optimizing Business Analytics With Generative Ai Ai Neural Networks For Enhanced Risk Management And Decision Support Systems In Financial Ecosystems
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Author : Harish Kumar Sriram
language : en
Publisher: GLOBAL PEN PRESS UK
Release Date :
Optimizing Business Analytics With Generative Ai Ai Neural Networks For Enhanced Risk Management And Decision Support Systems In Financial Ecosystems written by Harish Kumar Sriram and has been published by GLOBAL PEN PRESS UK this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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