Data @ Titanic Author: Lavi Nigam ; linkedin: /lavinigam Email: lavinigam9@gmail.com
Steps to do:
- Git clone https://github.com/equester/mlops-plugin_2020.git
- Change directory "cd mlops-plugin_2020"
- Download Atom https://atom.io/ or Visual Code for code https://code.visualstudio.com/
- Download Docker Desktop: https://www.docker.com/products/docker-desktop
- Conda create –n mlops python=3.7
- Conda activate mlops
- pip install -r requirements.txt
- run "jupyter notebook"
- go to /notebooks/ and start titanic_e2e_handon.ipynb file
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- Note* Coming Soon
- Auto Deployment with Airflow
- MLFlow Remote Server
- Model Drifting Dashboard
- Model Fairness Dashboard
- Model Causality Dashboard
- Model Multi Algorithm Interpretation
If you want to contribute - Send me an email.