AI: IoT & AIoT
Time-series AI & predictive maintenance | Sri AI
Advanced
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Course overview
Forecasting demand, rainfall and power, and predicting machine failure before it stops a factory.
Level: Advanced · Mode: Evenings, online
Who this course is for
Engineers in manufacturing, utilities and logistics.
What you will learn
- Forecast with statistical and ML models
- Detect drift and anomalies
- Predict remaining useful life
- Evaluate forecasts honestly
Syllabus
- Module 1: Time-series basics
- Module 2: Statistical forecasting
- Module 3: ML forecasting
- Module 4: Anomaly detection
- Module 5: Predictive maintenance
Final project
Every module ends in hands-on practice, and the course ends with a project you build and present. Your certificate names that project.
Before you start
Machine learning.