AI Usage in Project

Phase 1: Data Architecture

Phase 2: Scalable Exploratory Data Analysis (EDA) & The "Binary" Trap

Phase 3: Time-Series Feature Engineering & The "Rolling Window" Strategy

Phase 4a: Unsupervised Learning & The Curse of Dimensionality

Phase 4b: Classical Supervised Learning & Overcoming Temporal Leakage

Phase 5: Industry 5.0 Streaming Analysis & Concept Drift Detection