# Machine Learning

A comprehensive guide to predictive maintenance using AI, IoT sensors, and centralised intelligence. Covers architecture, AI/ML models, implementation roadmap, real-world use cases, and future trends. Includes N3xar's approach to proactive monitoring.

A comprehensive guide to integrating artificial intelligence into IoT systems. Covers AI agents for monitoring and alerting, data aggregation for analysis, and edge, cloud, and hybrid deployment architectures. Includes real-world use cases and N3xar's AI-powered platform implementation.