Machine Learning Deployment Tutorials

Sample end to end projects from data collection to putting models into production.

Check out the corresponding medium blog post https://towardsdatascience.com/how-to-easily-deploy-machine-learning-models-using-flask-b95af8fe34d4.

Environment and tools

1. scikit-learn
2. pandas
3. numpy
4. flask

Installation

pip install scikit-learn pandas numpy flask

python model.py

python app.py

Citing

@misc{Abhinav:2019,
  Author = {Abhinav Sagar},
  Title = {Machine-Learning-Deployment-Tutorials},
  Year = {2019},
  Publisher = {GitHub},
  Journal = {GitHub repository},
  Howpublished = {\url{https://github.com/abhinavsagar/Machine-Learning-Deployment-Tutorials}}
}