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:

https://cloudy.achakladar.com/a-movie-recommender-engine-using-k-means-and-collaborative-filtering-and-deployed-to-kubernetes-ckj7mj1280292w7s1bzxw4uiv

--

--

--

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

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

A concrete application of Topological Data Analysis

Recognize written Numbers in pure Python (without any ML-Library)

The top 10 ML algorithms for data science in 5 minutes

Predict Customer Churn using PySpark Machine Learning

Into a better Speech Synthesis Technology

Ear Biometrics — Machine Learning a little further…

How to Implement Any Machine Learning Project with 3 Lines of Code

Network Intrusion Detection(NID) Using Neural Networks on FPGA SoCs

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Amlan Chakladar

Amlan Chakladar

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

More from Medium

Football Match Prediction Using Machine Learning In Real-Time

Apache Spark: Largest Open Source Project in Data Processing

Sampling an approximate number of rows from huge datasets on AWS S3 using Apache Spark

Adding Custom JARs to Spark Jobs on AWS EMR