Data Science, Machine Learning, Technology, Data, Dimensionality Reduction.
already existed? All we did was translate the origin and rotate it a bit, right? Well, exactly. That little transformation gives us a new orthogonal basis that actually better describes the variance of our data! Look at what happens when we use it as our new basis. See? This new coordinate system