SQL Day 2023 - USING DIGITAL TWINS, IOT, AND MULTIVARIATE ANOMALY DETECTION FOR PREDICTIVE ANALYTICS 

USING DIGITAL TWINS, IOT, AND MULTIVARIATE ANOMALY DETECTION FOR PREDICTIVE ANALYTICS - Mihail Mateev
Nowadays, automation is one of the most critical trends worldwide. One of the most critical questions in modern technology is how to build cost-effective modern intelligent solutions fast and on lower cost
One possible option is to empower analysis using the Digital Twins concept and analyze possible anomalies regarding the expected parameters using the multivariate anomaly detector. These systems are also real Internet of Things (IoT) solutions because such solutions gather data from different sensors.
The modern industry allows using cloud-based components such as Azure IoT Suite, Azure Digital Twins, and Azure Anomaly Detector service, offered by Microsoft, to simplify the implementation of complex analytics systems related to anomaly detection and predictive analytics.
This presentation covers best practices how to build intelligent solutions for modern industry, including architecture, practical use cases and demos.

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