Back to Events 
Webinar
2026-10-27
From Sensor Data to Foresight: Prediction and Anomaly Detection Models
When: Tuesday, October 27, 2026 | 11 AM ET (45 minutes)
From Sensor Data to Foresight: Prediction and Anomaly Detection Models
Your devices already produce the data. The next step is getting ahead of it. Fabio Rosa and Vitor Lima show how to build models on TagoIO that forecast where a sensor reading is headed and flag values that do not belong, so problems surface before your customer calls.
They will build the models live: preparing device data for training, creating a prediction model, setting up anomaly detection, and wiring the results into the dashboards and alerts your team and your end users act on.
What you’ll learn
- How to prepare device data for model training
- How to build a model that predicts future values from historical data
- How to detect anomalies and flag abnormal readings automatically
- How to surface predictions and anomalies on dashboards and alerts
- When a model earns its keep, and when a simple threshold is enough
