Predictive Modeling for Financial Fraud

الموضوعات والوحدات الرئيسية

• Training data
• Feature selection
• Model validation
• False positives
• Monitoring drift
• Case exercise: applying feature selection
• Case exercise: decisions and limits in false positives
• Evidence review: checking monitoring drift
• Practical workshop: developing the fraud model validation brief

الفئة المستهدفة

• Compliance managers
• Risk officers
• Internal auditors
• Board secretaries
• Business control owners

القطاعات ذات الصلة

Financial services, Energy, Manufacturing, Public services, Professional services

القيمة في مكان العمل

• Provide teams with a fraud model validation brief to support consistent decisions and clearer handovers.
• Strengthen review of false positives and monitoring drift using the course exercises and documented findings.
• Support performance follow-up through a defined measure: alert precision and missed cases reviewed.

اعتبارات التقييم والالتحاق

الالتحاق والاعتراف: Educational casework only. Applicable laws, reporting requirements and professional advice must be checked for the relevant jurisdiction and assignment. The proposed duration covers BEMCON learning delivery. It does not establish an external qualification, personnel certification or operating licence.