The above is a "cross-eyes" stereo pair of line fitting cost function.
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Curve Fitting as an Intro to Machine Learning
Curve Fitting as an Intro to Machine Learning
I created a slide deck in 2019 to help people like me who may have forgotten some of their Calculus to get an understanding of Least Squares curve fitting, and its similarities with Machine Learning algorithms. I will continue to add to the project contents, below, over time.
Below are a few random examples from this slide deck: (essentially all R code for plots is provided)
Plot + R source code for above plot (Plot 29) is here
Plot + R source code for above plot (Plot 72) is here
Plot + R source code for above plot (Plot 28) is here
Plot + R source code for above plot (Plot 14) is here
Plot + R source code for above plot (Plot 21) is here
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