eBook - ePub
Data-Driven Modelling and Predictive Analytics in Business and Finance
Concepts, Designs, Technologies, and Applications
- 441 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Data-Driven Modelling and Predictive Analytics in Business and Finance
Concepts, Designs, Technologies, and Applications
About this book
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.
Frequently asked questions
Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Data-Driven Modelling and Predictive Analytics in Business and Finance by Alex Khang, Rashmi Gujrati, Hayri Uygun, R. K. Tailor, Sanjaya Gaur, Alex Khang,Rashmi Gujrati,Hayri Uygun,R. K. Tailor,Sanjaya Gaur in PDF and/or ePUB format, as well as other popular books in Computer Science & Data Mining. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Half-Title Page
- Series Page
- Title Page
- Copyright Page
- Table of Contents
- Preface
- Acknowledgments
- About the Editors
- List of Contributors
- 1 Application of Data Technologies and Tools in Business and Finance Sectors
- 2 Data Analytics Tools and Applications for Business and Finance Systems
- 3 Big Data Tools for Business and Finance Sectors in the Era of Metaverse
- 4 Digital Revolution and Innovation in the Banking and Finance Sectors
- 5 Impact of AI and Data in Revolutionizing Microfinance in Developing Countries: Improving Outreach and Efficiency
- 6 Digital Payments: The Growth Engine of the Digital Economy
- 7 Machine Learning-Based Functionalities for Business Intelligence and Data Analytics Tools
- 8 A Study of a Domain-Specific Approach in Business Using Big Data Analytics and Visualization
- 9 Cloud-Based Data Management for Behavior Analytics in Business and Finance Sectors
- 10 Theoretical Analysis and Data Modeling of the Influence of Shadow Banking on Systemic Risk
- 11 The Potential of a Fintech-Driven Model in Enabling Financial Inclusion
- 12 Predicting the Impact of Exchange Rate Volatility on Sectoral Indices
- 13 Digital Competency Assessment and Data-Driven Performance Management for Start-Ups
- 14 Blockchain Technologies and Applications for Business and Finance Systems
- 15 Analysing the Reaction for M&A of Rivals in an Emerging Market Economy
- 16 Management Model 6.0 and SWOT Analysis for the Market Share of Product in the Global Market
- 17 Human-Centered and Design-Thinking Approaches for Predictive Analytics
- 18 Co-Integration and Causality between Macroeconomics Variables and Bitcoin
- 19 An Examination of Data Protection and Cyber Frauds in the Financial Sector
- 20 The ChatGPT: Its Influence on the Jobs Market—An Analytical Study
- 21 Cloud Data Security Using Advanced Encryption Standard with Ant Colony Optimization in Business Sector
- 22 Cybersecurity Techniques for Business and Finance Systems
- Index