Short Courses Beginner

AI in Finance, Banking & Risk Management

60 hours
0 students
Added Apr 15, 2026
Course Overview:
This course provides advanced knowledge and practical skills on the application of Artificial Intelligence (AI) in finance, banking, and risk management. It focuses on how AI-driven tools and data analytics can enhance financial decision-making, risk assessment, fraud detection, regulatory compliance, and operational efficiency within financial institutions.
Participants will gain the capacity to apply AI responsibly across banking and financial systems while addressing governance, ethics, data security, and regulatory requirements—particularly within emerging and developing market contexts.
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Learning Objectives:
By the end of this course, participants will be able to:
Understand core AI concepts and their relevance to finance and banking
Apply AI tools to credit risk assessment, fraud detection, and financial forecasting
Use AI-driven analytics to support risk management and compliance functions
Enhance strategic and operational decision-making using predictive insights
Identify ethical, regulatory, and data governance challenges in financial AI systems
Support digital transformation and innovation in financial institutions
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Target Audience:
Banking and financial services professionals
Risk managers and compliance officers
Credit analysts and portfolio managers
Internal auditors and financial controllers
Central bank and financial regulator officials
Fintech and digital banking professionals
Policy analysts and financial sector consultants
Senior managers and executives in finance

Who Should Take This Course

This course is ideal for beginners and those new to the field. No prior experience is required.

Course Content

  • Introduction to Artificial Intelligence, machine learning, and data analytics
    6 min
  • Evolution of digital banking and financial technologies
    5 min
  • Data-driven decision-making in financial institutions
    5 min
  • Overview of AI applications in finance and banking
    4 min
  • Overview of AI applications in finance and banking
    4 min

  • AI-based credit scoring and customer risk profilin
    6 min
  • Loan underwriting and approval automation
    5 min
  • Predictive analytics for default and delinquency risk
    5 min
  • Portfolio optimization and asset allocation
    4 min
  • Stress testing and scenario analysis using AI
    4 min

  • AI-driven transaction monitoring and anomaly detection
    4 min
  • Anti-money laundering (AML) and counter-terrorist financing (CTF) applications
    6 min
  • AI tools for payment fraud and cyber fraud detection
    9 min
  • Behavioural analytics and customer risk monitoring
    6 min
  • Managing false positives and system effectiveness
    1 min

  • AI-supported market risk analysis and forecasting
    5 min
  • Algorithmic trading and decision-support tools
    3 min
  • Algorithmic trading and decision-support tools
    5 min
  • Interest rate, foreign exchange, and commodity risk modelling
    4 min
  • Executive dashboards and real-time financial insights
    4 min

  • AI for operational risk identification and control
    6 min
  • Regulatory technology (RegTech) and compliance automation
    5 min
  • Model risk management and validation
    5 min
  • Internal controls and governance of AI systems
    4 min
  • Supervisory expectations and regulatory alignment
    5 min

  • Financial data quality, privacy, and security
    6 min
  • Bias, explainability, and fairness in AI models
    5 min
  • Ethical use of AI in credit and customer decisions
    5 min
  • Accountability, transparency, and human oversight
    5 min
  • Accountability, transparency, and human oversight
    4 min

  • Assessing institutional readiness for AI adoption
    1 min
  • Integrating AI into core banking and finance systems
    6 min
  • Change management and skills development
    5 min
  • Vendor management and third-party risk
    5 min
  • Investment, cost-benefit, and sustainability considerations
    4 min

  • Generative AI and intelligent automation in finance
    5 min
  • AI in digital banking, fintech, and financial inclusion
    6 min
  • Central bank digital currencies (CBDCs) and AI
    5 min
  • Regional and global case studies
    5 min
  • Preparing financial institutions for future risks and opportunities
    5 min

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