For questions about calculating intersections using {tikz-pgf} or {pgfplots}, including PGF's `intersections` library.

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How to draw tikz image of the ridge regression image?

I am trying to recreate the following image: Unfortunately, this has been drawn in Python, so I can't really use it. So I thought I should recreate it with Tikz. My attempt at creating the left ...