Dear all, I’ve been an avid reader of these incredible forums on topics concerning Machine Learning. This is my first post here. I have written a blog post on Singular Value Decomposition, focused on interpreting the output of SVD, a real world application of SVD, and an attempt to quantify gains from using SVD (in a simple example).

Hope some of you may find it useful. Will be great to get any feedback. Thanks

P.S. I have also made an accompanying Jupyter Notebook, the link to which is in the blog.