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A 4-hour hands-on workshop to discover how to create a model for predictive maintenance based on real-world industrial vibration data collected from a CNC milling machine.
Objectives:
- Understand how to implement a predictive maintenance model based on real data
- Learn to use a Jupyter notebook and build a data analytics pipeline
- Understand how to build an AI modelling pipeline
- Build and implement of data analytics model
Outline/Content :
- Introduction to Data analytics workflow and using Jupyter notebooks
- Hands-on data preparation
- Hands-on AI modelling
