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Predictive Modeling for Financial Fraud

An Interactive 5-Day Training Course

Predictive Modeling for Financial Fraud

Leveraging Statistical and Machine Learning Models to Anticipate and Prevent Financial Fraud

NASBA
Classroom Schedule
Date Venue Fees
06 - 10 Apr 2026 Dubai $ 5,950
20 - 24 Jul 2026 London $ 5,950
19 - 23 Oct 2026 Amsterdam $ 5,950
30 Nov - 04 Dec 2026 London $ 5,950

Course Summary

Financial fraud is one of the most costly and disruptive risks facing organisations today. While reactive detection techniques are still widely used, forward-looking strategies that harness predictive modeling are increasingly proving essential in staying ahead of fraudsters.This GLOMACS training course, *Predictive Modeling for Financial Fraud*, provides participants with the knowledge and tools to build, understand, and evaluate predictive models tailored to fraud risk. It introduces statistical and machine learning methods that help forecast fraudulent behaviour based on historical data, behavioural indicators, and transactional patterns. Delegates will leave with a clear understanding of how to apply predictive analytics within a broader fraud risk framework.

Course Outline
Day 1

Introduction to Predictive Modeling and Financial Fraud

  • Understanding financial fraud typologies and trends
  • Limitations of traditional detection and need for prediction
  • What is predictive modeling? Key concepts and benefits
  • Overview of data sources and risk indicators
  • Introduction to the predictive modeling workflow
Day 2

Preparing Data for Prediction

  • Data collection and cleansing for fraud modeling
  • Feature engineering: selecting and creating predictive variables
  • Dealing with imbalanced data and rare event modeling
  • Exploratory analysis to understand relationships and anomalies
  • Data partitioning: training, validation, and test sets
Day 3

Modeling Techniques and Tools

  • Overview of classification algorithms: logistic regression, decision trees, and more
  • Introduction to machine learning models for fraud detection
  • Evaluating model performance: confusion matrix, ROC, AUC
  • Understanding overfitting and generalisation
  • Comparing and selecting the right model for your data
Day 4

Model Deployment and Monitoring

  • Interpreting model outputs and scores
  • Implementing risk thresholds and decision strategies
  • Integrating models into operational systems
  • Monitoring and updating predictive models over time
  • Governance and model risk management considerations
Day 5

Strategic Application and Future Outlook

  • Aligning predictive modeling with business and regulatory objectives
  • Developing a fraud risk framework with predictive analytics
  • Collaborating with technical teams and data scientists
  • Exploring future trends in AI and predictive modeling
  • Summary, reflections, and next steps
Certificates
  • On successful completion of this training course, GLOMACS Certificate will be awarded to the delegates.
  • Continuing Professional Education credits (CPE): In accordance with the standards of the National Registry of CPE Sponsors, one CPE credit is granted per 50 minutes of attendance.
Providers

Endorsed Education Provider

NASBA
Options & Brochure

Why Choose Saudi GLOMACS?

Saudi GLOMACS is the official Saudi Arabian division of GLOMACS International (glomacs.com), delivering internationally recognised training courses both within Saudi Arabia and across international locations. Our training courses are aligned with the highest professional and institutional standards, supported by a strong understanding of the professional landscape in Saudi Arabia and access to global expertise.

Saudi GLOMACS enables professionals and organisations to strengthen leadership, capability, and long-term excellence through consistently high-quality learning experiences.

Official Saudi Presence

Official Saudi Arabian division of GLOMACS with established global credibility.

International Benchmarks

Internationally benchmarked training courses aligned with professional best practices.

Trusted Across Sectors

Trusted by professionals and institutions across public and private sectors.

Flexible Delivery

Training courses delivered within Saudi Arabia and across international locations.

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Frequently Asked Question

No. Saudi GLOMACS delivers courses in Saudi Arabia and internationally, including delivery across Europe and Asia. This allows organisations and professionals to access training both locally and abroad.

No. While governance and leadership are part of the portfolio, Saudi GLOMACS delivers training across the entire business and professional lifecycle, including administrative, technical, legal, regulatory, and sector-specific training.

No. Our training courses are delivered globally through international locations and online platforms, enabling participants from Saudi Arabia and around the world to learn together. This global delivery approach ensures exposure to diverse perspectives, international best practices, and cross-cultural insights while maintaining strong relevance to regional and organisational needs.

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Yes. Saudi GLOMACS designs and delivers bespoke in-house training tailored to organisational objectives, sector requirements, and workforce needs. Training can be delivered in Saudi Arabia or internationally, depending on requirements.

Yes, in-house and customised strategy training courses are available to support organisations seeking tailored strategic capability development. These courses can be aligned with your industry context, organisational challenges, and long-term strategic objectives.

For further details or to discuss customisation requirements, you may call or WhatsApp +966 (54) 286 8546 or email [email protected] . You can also submit a detailed enquiry through our in-house training page at: https://sa.glomacs.com/in-house-seminars

If you would like further information about these training courses, our team is available to provide professional guidance and support. We are pleased to assist with course selection, the registration process, and any other related enquiries.

For personalised assistance or detailed enquiries, please contact our team on +966 (54) 286 8546 or email us at [email protected]

Courses delivered in Saudi Arabia are adapted to reflect local regulatory frameworks, organisational structures, sector conditions, and professional expectations. This ensures training is relevant, practical, and aligned with Saudi workplace realities.

GLOMACS has been delivering professional training for over thirty years, with courses delivered across Europe, the Middle East, Asia, and other international markets.

Saudi GLOMACS combines three decades of global training experience with a clear focus on Saudi market relevance. This allows it to deliver training that is both internationally credible and locally applicable, across a broader range of disciplines than niche or single-focus providers.

Saudi GLOMACS is a Saudi-based professional training provider delivering courses tailored to the Saudi market and applicable internationally. It operates within the global GLOMACS framework and draws on more than three decades of international training experience.

Saudi GLOMACS offers professional training across a wide range of disciplines, including administration, leadership and management, governance and regulation, law, oil and gas, energy, engineering, finance, digital technologies, and sector-specific specialisations.

Training supports professionals across all career stages, from operational roles to specialist and senior responsibilities.

Participants include professionals from public sector, semi-government, and private sector organisations, across a wide range of roles and industries. Attendees range from administrative and operational professionals to technical specialists, managers, and senior decision-makers.

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