Predictive Maintenance Model Training Scripts

Technical Details

Model Training and Deployment Scripts for Predictive Maintenance.

Techstack

• Tenserflow
• Shap
• Keras
• Numpy
• Pandas

Usage

Python version: Python 3.10.12 to 3.10.14

Running The code

1. Clone the repository

git clone https://github.com/danishzulfiqar/Predictive-Maintenance-Model-Training.git

2. Change directory

cd Predictive-Maintenance-Model-Training

3. Run Scripts number wise

Note:

1. In Script 1 add mac_address = "machine_mac" before execution.
2. Change url = "http://localhost:8000/update_model" to original deployed url from AWS.