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It's Your Data, Master It.
Advanced IoT Analytics with ThingsBoard: Predictive Maintenance and Anomaly Detection
Overview
Skills Needed
Take your IoT analytics skills to the next level with advanced techniques like predictive maintenance and anomaly detection. Learn how to derive actionable insights from IoT data using ThingsBoard.
Proficiency in ThingsBoard fundamentals
Familiarity with IoT analytics concepts
Outline
Introduction to IoT Analytics
Predictive Maintenance Techniques
Anomaly Detection Algorithms
Time Series Analysis with ThingsBoard
Machine Learning Integration for IoT
Building Predictive Models with ThingsBoard
Root Cause Analysis for IoT Incidents
IoT Data Visualization Best Practices
Performance Monitoring and Optimization
Real-world IoT Analytics Use Cases
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