Course Syllabus
Sessions Schedule
Sessions
April 15, 2026
Session 1: Introduction to Systematic Strategies with Machine Learning
April 22, 2026
Session 2: Introduction to Unsupervised Learning Techniques
April 29, 2026
Session 3: Latent Variable Models in Financial Asset Regime Detection
May 6, 2026
Session 4: Supervised Learning Algorithms
May 13, 2026
Session 5: Project - Enhancing Strategy Performance in Crypto Markets
May 20, 2026
Session 6: Project - Introducing Variable Selection Networks
May 27, 2026
Session 7: Neural Networks for Interpretable Time Series Forecasting
June 3, 2026
Session 8: Project - Volatility Forecasting with Temporal Fusion Transformers
June 10, 2026
Session 9: Review Session - Mock Exam
Optional Sessions
April 24, 2026
Optional Session 1: Probability and Calculus Refresher
May 8, 2026
Optional Session 2: Probability and Calculus Refresher
May 29, 2026
Optional Session 3: Position Sizing with the Metamodel
June 12, 2026 ยท LT1
Optional Session 4: Introducing Reasoning Models and Agentic AI