Network Data Ingestion and Baseline Modeling

Design and implement a data pipeline for ingesting simulated telco network traffic logs (e.g., NetFlow, firewall, syslog). Pre-process this data, perform necessary feature engineering, and then train a baseline anomaly detection model (e.g., Isolation Forest or Autoencoder) to identify deviations from normal network behavior. Document your data schema and feature set.