Dimensionality Reduction and Recommender Systems: The Math of PCA and Collaborative Filtering

In our previous post, we explored how Unsupervised Learning algorithms like K-Means can find hidden groups within our data. But what if our problem isn't grouping data, but rather visualizing it, comp