# Course Philosophy: Why This Path, Why This Order — The Anomaly Detection Learning River

> Source: https://sukruyusufkaya.com/en/learn/anomali-tespiti/anomaly-detection-kurs-felsefesi
> Updated: 2026-05-13T13:04:47.836Z
> Category: Anomali Tespiti
> Module: Module 0: Course Framework & Workshop Setup
**TLDR:** Why we chose statistics → classical ML → deep learning → time series → domain → production order; the learning river model, which capstone builds which skill, the 5 principles we'll follow.