Green Finance Using

Machine Learning and Alternative Data

HARNESS THE POTENTIAL OF MACHINE LEARNING AND ALTERNATIVE DATA IN GREEN FINANCE

This programme empowers you with the skills and confidence to exploit opportunities and accelerate business transformation and entrepreneurship using machine learning and alternative data for green finance. Through lectures, real-world case studies, discussions, and hands-on exercises you will gain insights into various real-world green finance issues and machine learning applications in green finance.

Learning Objectives

By the end of the programme, you will be able to:

  • Understand how machine learning and alternative data can help improve your business decisions in green finance
  • Understand how Machine learning and alternative data can help your business keep pace with the rapidly evolving green industry
  • Understand how to evaluate new Machine learning and alternative data tools and trends against the organisational needs and processes in green finance
  • Understand the most recent ideas, techniques, and machine learning applications in green finance

Programme Format

Classroom (In-person)

Programme Intake

TBC

Programme Duration

5 days, 9am to 5pm

SkillsFuture Code

TGS-2022011485

Core Focus

I. Impact Investing and Capital Raising in Green Finance

  • Impact Investing, Sustainability, and Stewardship
  • Industry Trends and Market Challenges in Green Finance
  • ESG Financing

II. Impact Reporting and its Importance in Green Finance

  • ESG Reporting
  • FinReg and RegTech
  • ESG Rating

III. FinTech Applications in Green Finance

    • Application Insights for FinTech
    • Alternative Data, Machine Learning, and Artificial Intelligence in Green Finance
    • Challenges of Green FinTechs

Application Information

Participants are strongly advised to apply at least 1 month in advance. Applications received after the deadline will be considered based on space availability.

Participants who attend all classes and pass assessment will be awarded “AIDF Certificate”.

Participants who attend all classes and pass assessment for “FinTech Strategy for Green Finance” and “Green Finance Using Machine Learning and Alternative Data” will be awarded “NUS Professional Certificate in Green FinTech”.

Programme Instructors

Click below to view the complete list of instructors.

Register your interest here!
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This programme is eligible for subsidies under SkillsFuture Singapore (SSG). Singaporeans and Permanent Residents can enjoy subsidies up to 90%.

Contact us: aidf-fintech@nus.edu.sg