I Dockerized my ML model and put it in an Azure Container

A while back I posted a thread about boosting my membership sales by 29% using my customer segmentation model.

I took it a step further by creating a Dockerfile and a Docker image, and then pushing it to Azure where I created a container.

So you can run the app here:

http://custseg.dqfqbacuakgthrhj.eastus.azurecontainer.io:5000/

It's not the quickest web app... but with a little patience, you can give it a try and let me know what you think. 😄

For context - if you're not familiar with Kajabi, it's a platform where people can sell their courses online and build an email/customer list. My ML app helps segment their customers into groups for better targeted marketing campaigns (and more revenue!)

If you want to read about the guts of the model I built... you can check out my Jupyter Notebook here:

https://github.com/nkeblawi/nk-cust-segmentation/blob/main/notebooks/nk-cust-segmentation-report.ipynb

My second intent with this is to use this as a portfolio piece to help me get a job as a DS and/or ML-oriented DE 🙂

Thoughts? Comments? Fire away, please!

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