This post is good.I got to know lot about the regualarization but stuck to understand when it is used and how it is helpful.The author has explained well and thanks
This is nice brief introduction to LR but I would have loved to know more about GD than the OLS side and trying it out in numpy or python. This help with quick understanding but lacks the GD part.