Climate Finance With Big Data Analytics

This book offers a deep dive into the investment and business implications of climate change, uncovering both the emerging opportunities and pressing challenges. Through a powerful lens of big data analytics, it guides readers across four critical pillars of climate finance: climate data, indices, pricing, and reporting and engagement.The book equips readers with a comprehensive analytics toolkit by harnessing cutting-edge tools -- large language models, generative AI, statistical inference in machine learning, optimization techniques, and advanced visualization methods. With a strong emphasis on practical application, it blends clear explanations, real-world case studies, and actionable insights to help investors, businesses, and financial professionals make informed decisions in a rapidly evolving field.Bridging the gap between theory and practice, this book stands as an indispensable resource for practitioners seeking to integrate data-driven strategies into climate finance and position themselves at the forefront of sustainable investing.

Product details

• Authors: Fan Jia, Jingli Ren, Yutong Sun
• Publisher: Ingram Publishers Services
• Languages: English
• Product format: Hardback
• Release: 29.01.2026
• EAN: 9789819817733
• ISBN: 978-981-9817-73-3
• Subjects: Social sciences, law, business > Business > Economics; Finance, BUSINESS & ECONOMICS / Environmental Economics, BUSINESS & ECONOMICS / Finance / Financial Risk Management, Business & the environment, 'Green' approaches to business, Data analysis: general, COMPUTERS / Data Science / Data Analytics, Green Finance / Sustainable Finance, Data science and analysis