PrefacePart 1: Background and Basic Analytics 1. Risk management and regulation2. Basic concepts and methods in risk management3. Financial derivatives and their pricing theory4. Insurance risk and credibility theoryPart 2: Advanced Data and Risk Analytics 5. Supervised and unsupervised...

This chapter explores the transformative role of data science in advancing sustainable supply chain management. By leveraging cutting-edge data analytics, machine learning, and artificial intelligence, businesses can optimize their supply chain operations, reduce environmental impact, and...

The insurance sector faces enormous challenges from climate change, requiring sophisticated predictive models to gauge and mitigate the financial risks involved. Green insurance a concept is still not universally understood—takes the basic model of insurance and attempts to integrate...

This book will take readers from foundational concepts to practical applications, enabling them to transform raw data into meaningful insights. It covers key skills such as data collection, cleaning, organization, exploration, analysis, and impactful presentation core competencies for navigating...

Cardiovascular disease (CVD) has been the leading reason of death up to this point. Cardiovascular illness must be diagnosed as soon as possible to save patients' lives. The intention of this research is identifying the most important features to predict CVD by using feature selection method,...

This text book focuses on what could be the most important challenge for firms to boost long-term productivity and competitiveness: digital strategy. It seeks to provide readers with a solid knowledge of the most relevant issues and concepts, that will be relevant to MBA students in real-world...

DataSecureAI is a Dutch SME specializing in information and communication technologies, particularly in synthetic data curation. As large language models (LLMs) scale synthetic data production beyond expectations, the challenge of curating and managing vast datasets has become increasingly...