Intelligent Log Analysis and Anomaly Detection System

Develop a Python-based log analysis framework that uses machine learning to detect infrastructure anomalies across distributed systems. Create a comprehensive log ingestion system supporting multiple log formats, implement advanced correlation algorithms, and generate real-time threat detection insights. Support integration with major logging platforms and provide automated incident response recommendations.