Data-Driven Modelling and Predictive Analytics in Business and Finance

Data-Driven Modelling and Predictive Analytics in Business and Finance PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1040088465
Category : Computers
Languages : en
Pages : 443

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Book Description
Data-driven and AI-aided applications are next-generation technologies that can be used to visualize and realize intelligent transactions in finance, banking, and business. These transactions will be enabled by powerful data-driven solutions, IoT technologies, AI-aided techniques, data analytics, and visualization tools. To implement these solutions, frameworks will be needed to support human control of intelligent computing and modern business systems. The power and consistency of data-driven competencies are a critical challenge, and so is developing explainable AI (XAI) to make data-driven transactions transparent. Data- Driven Modelling and Predictive Analytics in Business and Finance covers the need for intelligent business solutions and applications. Explaining how business applications use algorithms and models to bring out the desired results, the book covers: Data-driven modelling Predictive analytics Data analytics and visualization tools AI-aided applications Cybersecurity techniques Cloud computing IoT-enabled systems for developing smart financial systems This book was written for business analysts, financial analysts, scholars, researchers, academics, professionals, and students so they may be able to share and contribute new ideas, methodologies, technologies, approaches, models, frameworks, theories, and practices.

Data-Driven Modelling and Predictive Analytics in Business and Finance

Data-Driven Modelling and Predictive Analytics in Business and Finance PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1040088465
Category : Computers
Languages : en
Pages : 443

Get Book Here

Book Description
Data-driven and AI-aided applications are next-generation technologies that can be used to visualize and realize intelligent transactions in finance, banking, and business. These transactions will be enabled by powerful data-driven solutions, IoT technologies, AI-aided techniques, data analytics, and visualization tools. To implement these solutions, frameworks will be needed to support human control of intelligent computing and modern business systems. The power and consistency of data-driven competencies are a critical challenge, and so is developing explainable AI (XAI) to make data-driven transactions transparent. Data- Driven Modelling and Predictive Analytics in Business and Finance covers the need for intelligent business solutions and applications. Explaining how business applications use algorithms and models to bring out the desired results, the book covers: Data-driven modelling Predictive analytics Data analytics and visualization tools AI-aided applications Cybersecurity techniques Cloud computing IoT-enabled systems for developing smart financial systems This book was written for business analysts, financial analysts, scholars, researchers, academics, professionals, and students so they may be able to share and contribute new ideas, methodologies, technologies, approaches, models, frameworks, theories, and practices.

Revolutionizing the AI-Digital Landscape

Revolutionizing the AI-Digital Landscape PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1040038301
Category : Business & Economics
Languages : en
Pages : 367

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Book Description
This book investigates the growing influence of artificial intelligence in the marketing sphere, providing insights into how AI can be harnessed for developing more effective and efficient marketing strategies. In addition, the book will also offer a comprehensive overview of the various digital marketing tools available to entrepreneurs, discussing their features, benefits, and potential drawbacks. This will help entrepreneurs make well-informed decisions when selecting the tools most suited to their needs and objectives. It is designed to help entrepreneurs develop and implement successful strategies, leveraging the latest tools and technologies to achieve their business goals. As the digital landscape continues to evolve rapidly, this book aims to serve as a valuable resource for entrepreneurs looking to stay ahead of the curve and capitalize on new opportunities. The book's scope encompasses a wide range of topics, including customer experience, content marketing, AI strategy, and digital marketing tools.

AI-Centric Modeling and Analytics

AI-Centric Modeling and Analytics PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1003815383
Category : Technology & Engineering
Languages : en
Pages : 356

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Book Description
This book shares new methodologies, technologies, and practices for resolving issues associated with leveraging AI-centric modeling, data analytics, machine learning-aided models, Internet of Things-driven applications, and cybersecurity techniques in the era of Industrial Revolution 4.0. AI-Centric Modeling and Analytics: Concepts, Technologies, and Applications focuses on how to implement solutions using models and techniques to gain insights, predict outcomes, and make informed decisions. This book presents advanced AI-centric modeling and analysis techniques that facilitate data analytics and learning in various applications. It offers fundamental concepts of advanced techniques, technologies, and tools along with the concept of real-time analysis systems. It also includes AI-centric approaches for the overall innovation, development, and implementation of business development and management systems along with a discussion of AI-centric robotic process automation systems that are useful in many government and private industries. This reference book targets a mixed audience of engineers and business analysts, researchers, professionals, and students from various fields.

Unleash Financial Mastery in 2024

Unleash Financial Mastery in 2024 PDF Author: Azhar ul Haque Sario
Publisher: epubli
ISBN: 3759885853
Category : Business & Economics
Languages : en
Pages : 337

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Book Description
Tired of feeling lost in the financial wilderness? Ready to ditch those get-rich-quick schemes and embrace lasting financial wisdom? Unleash Financial Mastery in 2024 is your trusty map and compass, guiding you through the twists and turns of the money world. This isn't your grandpa's finance book. We're talking about building a future where everyone has a seat at the financial table, where investments heal the planet instead of harming it. We'll dive headfirst into the psychology of money – because let's face it, our brains can be our own worst enemy when it comes to cash. Ever heard of FinTech? It's not just a buzzword, it's a revolution. This book reveals how technology is shaking up the financial world and putting power back in your hands. But knowledge is power, right? That's why we're arming you with the financial know-how to make smart choices, dodge those debt traps, and build a future you're excited about. Think finance is just for suits on Wall Street? Think again. We're pulling back the curtain on how businesses make their money magic happen, how markets dance to the tune of supply and demand, and how the rules of the game keep things (mostly) fair. We'll even journey into the world of microloans, where small sums of money spark big changes in communities that need it most. But this isn't just about theory – it's about YOU. We'll map out a personalized path to financial success, whether you're dreaming of early retirement, starting a business, or just making ends meet without the stress sweats.

Advanced IoT Technologies and Applications in the Industry 4.0 Digital Economy

Advanced IoT Technologies and Applications in the Industry 4.0 Digital Economy PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1003851916
Category : Technology & Engineering
Languages : en
Pages : 411

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Book Description
The application of internet of things (IoT) technologies and artificial intelligence (AI)-enabled IoT solutions has gradually become accepted by business and production organizations as an effective tool for automating several activities effectively and efficiently and developing and distributing products to the global market. Within this book, the reader will learn how to implement IoT devices, IoT-equipped machines, and AI-equipped IoT applications using models and methodologies along with an array of case studies. Advanced IoT Technologies and Applications in the Industry 4.0 Digital Economy covers the basics of IoT-equipped machines in developing and managing various activities in many industries. It discusses all of the key points of an AI-enabled IoT solution, which includes predictive analytics, robotic process automation, predictive maintenance, automated processes, IoT technologies and IoT-equipped sensors related to machines and processes, production testing systems, and product assessment processes in the production environment. The book presents the concepts and interactive methods using datasets, processing workflow charts, and architectural diagrams along with additional real-time systems for easy and fast understanding of the application of IoT-equipped machines and AI-enabled solutions in organizations and includes many case studies throughout the book to enforce reader comprehension. This book is an ideal read for industry specialists, practitioners, researchers, scientists, and engineers working or involved in the fields of Robotics, IT, Computer Science, Soft Computing, IoT, AL/ML/DL, Data Science, the Semantic Web, Knowledge Engineering, and other related fields.

Decoding Tourist Behavior in the Digital Era: Insights for Effective Marketing

Decoding Tourist Behavior in the Digital Era: Insights for Effective Marketing PDF Author: Azman, Norhidayah
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 422

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Book Description
In today's dynamic digital marketing landscape, understanding and predicting tourist behavior is a significant challenge for businesses and organizations in the tourism sector. Consumer choices are influenced by various factors, making it essential to use innovative approaches and insights to engage with tourists and enhance their overall experience effectively. Decoding Tourist Behavior in the Digital Era: Insights for Effective Marketing is a comprehensive collection of papers addressing conventional paradigms and exploring contemporary research methodology advancements. This book offers fresh perspectives to help the tourism sector understand and analyze tourist behavior in the digital era. The book examines tourist behavior holistically and provides a roadmap for stakeholders to develop targeted strategies and initiatives. By leveraging insights from the latest research, businesses can tailor their marketing efforts to meet tourists' evolving needs and preferences, ultimately enhancing customer satisfaction and loyalty. Public sector organizations can also use these insights to formulate destination marketing and development plans that resonate with tourists, thereby driving economic growth and sustainable tourism practices.

AI and IoT-Based Technologies for Precision Medicine

AI and IoT-Based Technologies for Precision Medicine PDF Author: Khang, Alex
Publisher: IGI Global
ISBN:
Category : Medical
Languages : en
Pages : 585

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Book Description
In the post-COVID-19 healthcare landscape, the demand for smart healthcare solutions and precision medicine systems has grown significantly. To address these challenges, the book AI and IoT-Based Technologies for Precision Medicine provides a comprehensive resource for doctors, researchers, engineers, and students. By leveraging AI and IoT technologies, the book equips healthcare professionals with advanced tools and methodologies for predictive disease analysis, informed decision-making, and other aspects of precision medicine. This resource bridges the gap between theory and practice, exploring concepts like machine learning, deep learning, computer vision, AI-integrated applications, IoT-based technologies, healthcare data analytics, and biotechnology applications. Through this, the book empowers healthcare practitioners to pioneer innovative solutions that enhance efficiency, accuracy, and security in medical practices. AI and IoT-Based Technologies for Precision Medicine not only offer insights into the potential of AI-powered applications and IoT-equipped techniques in smart healthcare but also foster collaboration among healthcare scholars and professionals. This authoritative guide encourages knowledge sharing and collaboration to harness the transformative potential of AI and IoT, leading to revolutionary advancements in medical practices and healthcare services. With this book as a guide, readers can navigate the evolving landscape of high-tech medicine, taking confident steps toward a cutting-edge and precise medical ecosystem.

Financial Data Analytics

Financial Data Analytics PDF Author: Sinem Derindere Köseoğlu
Publisher: Springer Nature
ISBN: 3030837998
Category : Business & Economics
Languages : en
Pages : 393

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Book Description
​This book presents both theory of financial data analytics, as well as comprehensive insights into the application of financial data analytics techniques in real financial world situations. It offers solutions on how to logically analyze the enormous amount of structured and unstructured data generated every moment in the finance sector. This data can be used by companies, organizations, and investors to create strategies, as the finance sector rapidly moves towards data-driven optimization. This book provides an efficient resource, addressing all applications of data analytics in the finance sector. International experts from around the globe cover the most important subjects in finance, including data processing, knowledge management, machine learning models, data modeling, visualization, optimization for financial problems, financial econometrics, financial time series analysis, project management, and decision making. The authors provide empirical evidence as examples of specific topics. By combining both applications and theory, the book offers a holistic approach. Therefore, it is a must-read for researchers and scholars of financial economics and finance, as well as practitioners interested in a better understanding of financial data analytics.

AI-Oriented Competency Framework for Talent Management in the Digital Economy

AI-Oriented Competency Framework for Talent Management in the Digital Economy PDF Author: Alex Khang
Publisher: CRC Press
ISBN: 1040022251
Category : Computers
Languages : en
Pages : 457

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Book Description
In the digital-driven economy era, an AI-oriented competency framework (AIoCF) is a collection to identify AI-oriented knowledge, attributes, efforts, skills, and experiences (AKASE) that directly and positively affect the success of employees and the organization. The application of skills-based competency analytics and AI-equipped systems is gradually becoming accepted by business and production organizations as an effective tool for automating several managerial activities consistently and efficiently in developing and moving the capacity of a company up to a world-class level. AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation discusses all the points of an AIoCF, which includes predictive analytics, advisory services, predictive maintenance, and automated processes, which help to make the operations of project management, personnel management, or administration more efficient, profitable, and safe. The book includes the functionality of emerging career pathways, hybrid learning models, and learning paths related to the learning and development of employees in the production or delivery fields. It also presents the relationship between skills taxonomy and competency framework with interactive methods using datasets, processing workflow diagrams, and architectural diagrams for easy understanding of the application of intelligent functions in role-based competency systems. By also covering upcoming areas of AI and data science in many government and private organizations, the book not only focuses on managing big data and cloud resources of the talent management system but also provides cybersecurity techniques to ensure that systems and employee competency data are secure. This book targets a mixed audience of students, engineers, scholars, researchers, academics, and professionals who are learning, researching, and working in the field of workforce training, human resources, talent management systems, requirement, headhunting, outsourcing, and manpower consultant services from different cultures and industries in the era of digital economy.

Creating a Data-Driven Organization

Creating a Data-Driven Organization PDF Author: Carl Anderson
Publisher: "O'Reilly Media, Inc."
ISBN: 1491916885
Category : Business & Economics
Languages : en
Pages : 300

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Book Description
"What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company ... Through interviews and examples from data scientists and analytics leaders in a variety of industries ... Anderson explains the analytics value chain you need to adopt when building predictive business models"--Publisher's description.