AINS6002 Slides

• Module 1: Prediction tasks and data framing
• Module 2: Data preparation and feature pipelines
• Module 3: Linear and tree-based baselines
• Module 4: Model selection and validation
• Module 5: Unsupervised learning and structure discovery
• Module 6: Time, drift, and monitoring
• Module 7: Interpretability and stakeholder explanation
• Module 8: Predictive modeling portfolio