Course overview
This course provides a comprehensive introduction to network performance metrics, consumption-based billing architectures, and the telemetry systems that power them. Learners will explore how AI is deployed to analyze traffic patterns, predict billing anomalies, and automate the reconciliation of network usage data.
- Understand key network performance indicators including latency, throughput, and packet loss
- Analyze diverse network billing models including 95th percentile and consumption-based cloud billing
- Map telemetry data pipelines from SNMP and NetFlow collection to centralized billing engines
- Deploy AI models to detect billing discrepancies and automate dispute resolution
- Align network engineering performance goals with finance team optimization strategies