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How to use this app
When you load or reload the page, you'll see a list of unchecked boxes.
Just find your favorite beverages and select them.
As you make your selections, you'll notice the right-hand side updating to provide feedback on your top recommended drinks.
When you're ready to start over, simply click the 'Clear Drinks' button!
As you make your selections, you'll notice the right-hand side updating to provide feedback on your top recommended drinks.
When you're ready to start over, simply click the 'Clear Drinks' button!
What is a K-Means?
K-Means is a widely used clustering algorithm in artificial intelligence.
K-Means operates by adjusting centroid nodes along a graph based on the Pythagorean theorem to identify similar data nodes.
Although powerful and relatively easy to implement, using K-Means effectively does require a data scientist to carefully review the results. This is because issues such as over-fitting or under-fitting a cluster, selecting an incorrect number of centroids, or not having enough centroids can occur.
Although powerful and relatively easy to implement, using K-Means effectively does require a data scientist to carefully review the results. This is because issues such as over-fitting or under-fitting a cluster, selecting an incorrect number of centroids, or not having enough centroids can occur.