Financial ML Workshop Series
Join our comprehensive workshop program designed around practical applications of machine learning in financial analysis. Each session focuses on hands-on implementation rather than theoretical concepts.
Learn Through Practice
Our workshop format emphasizes building actual skills through guided practice sessions. You'll work with real financial datasets and learn to apply machine learning models that can actually be explained and understood by stakeholders.
- Small group sessions with maximum 12 participants per workshop
- Hands-on coding exercises using Python and R
- Access to curated financial datasets for practice
- Take-home projects and implementation guides
Workshop Facilitators
Miguel Santos
Senior Data Scientist
Miguel brings over eight years of experience applying machine learning to credit risk modeling. He previously worked at two major banks in Manila and has a particular interest in model explainability for regulatory compliance.
David Chen
Financial Technology Consultant
David specializes in helping financial institutions implement interpretable ML solutions. His background includes quantitative analysis at investment firms and developing risk management systems for fintech companies.
Workshop Structure
Each session runs for 6 hours with breaks, combining instruction with hands-on practice
Problem Setup & Data Exploration
Start each workshop by examining a real financial dataset. Learn to identify data quality issues and understand the business context before building models.
Model Development Session
Build interpretable models using techniques like linear regression with regularization, decision trees, and gradient boosting with explanation features.
Interpretation & Validation
Learn to generate model explanations that financial professionals can understand and trust. Practice validating model behavior across different market conditions.
Implementation Planning
Discuss how to deploy models in production environments and create documentation that meets regulatory requirements. Plan next steps for your specific use case.
Ready to Join Our Next Workshop?
Sessions fill up quickly due to our small group format. Contact us to discuss which workshop series would work best for your current skill level and goals.
Get Workshop Information