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Course Outline

Introduction to AI in Financial Services

  • An overview of AI applications across banking and finance
  • Practical use cases in fraud detection, risk management, and automation
  • Ethical guidelines and regulatory considerations

Machine Learning for Fraud Detection

  • Identifying common fraud patterns and anomalies
  • Comparing supervised and unsupervised learning approaches for fraud detection
  • Developing classification models to pinpoint fraud

Real-Time Risk Assessment with AI

  • Applying AI to evaluate credit risk
  • Utilising predictive modelling for financial forecasting
  • Enhancing decision-making processes in risk management with AI

Building AI-Powered Financial Monitoring Systems

  • Automating transaction monitoring and alert generation
  • Leveraging NLP for the analysis of financial documents
  • Integrating AI agents into current financial ecosystems

Deploying AI Models in Financial Institutions

  • Comparing cloud-based and on-premises deployment strategies
  • Maintaining security and compliance in AI-driven financial operations
  • Scaling AI models to handle high-volume transaction loads

Optimising AI Models for Accuracy and Efficiency

  • Enhancing model precision and recall in fraud detection
  • Managing imbalanced datasets and minimising false positives
  • Implementing continuous learning and regular model retraining

Future Trends in AI for Financial Services

  • Creating personalised banking experiences through AI
  • Integrating blockchain and AI for robust fraud prevention
  • Progress in explainable AI for transparent financial decision-making

Summary and Next Steps

Requirements

  • Practical experience in financial data analysis
  • A foundational understanding of machine learning principles
  • Knowledge of risk management frameworks and fraud detection methods

Target Audience

  • Financial analysts
  • Risk management teams
  • Fraud prevention specialists
  • AI engineers
 14 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 3200 € + VAT*

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