First end-to-end ML project on a Kaggle dataset - https://www.kaggle.com/nehalbirla/vehicle-dataset-from-cardekho
Involves the following steps:
- Python code - ML model building
- Data ingestion
- Data cleaning
- Feature selection
- Model building
- Hyperparameter tuning
- Model testing and exporting into pickle file
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HTML front end development using a simple index.html page
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API development in Python with the app.py file
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Deployment using github and Heroku (pending at the time of initial commit - to be updated)