A Movie Recommender Engine using K-Means and Collaborative Filtering & Deployed to Kubernetes

This is my version of the #CloudGuruChallenge. The whole post can be found below.

This post describes about how I built a Movie recommender system (similar to Netflix). I built this system in response to the Cloud Challenge from Acloudguru (Here). But then I thought why not have an end to end implementation of the system along with a Web app and a CI/CD deployment process to deploy the Machine learning model. Hopefully I will be able to help someone learn the concepts and fulfill the challenge requirements too. This is my first attempt on building something based on Machine learning so I apologize if there are some gaps in my understanding of the algorithms and how its executed. I write about other cloud related topics Here .

The whole post is below:


Cloud architect and DevOps engineer. Love to code and develop new stuff. A nerd by nature.