Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Explore how AI agents and real-time IoT data transform fleet management through an autonomous workflow solution built on Databricks. Learn to ingest and analyze streaming telemetry data, including bearing vibration measurements processed with FFT algorithms for anomaly detection. Discover how AI agents diagnose root causes when critical patterns emerge, simulate asset behavior as digital twins incorporating geolocation and routing context, and generate comprehensive corrective strategies. Master the process of identifying optimal service sites, skilled personnel, and required parts while estimating repair timeframes and orchestrating route adjustments. Understand how the system evaluates alternative delivery vehicles, creates transfer plans for critical shipments, and enables human-AI collaboration for plan review and execution. Gain insights into building resilient, adaptive fleet management architectures that minimize operational downtime and maintain continuity in today's demanding logistics landscape through proactive decision-making capabilities.
