Beer Recommender Using KMeans Clustering
Select favorite beers and click recommend to get a recommendation. The algorithm behind the system is KMeans clustering. A relatively simple algorithm that finds beers within a similar cluster. Based on the beers that you choose, the system will find the most similar beer compared to the average of your chosen beers.
Loading may take a few seconds as I didn't optimize to use paging (sorry). If this was anything more than a portfolio project I tottalllly would have tho.
The ideal place to use such an system would be to analyze past purchases by customers and recommend new, similar, styles of beer that are available for purchase.
Your Recommended Beer: