I upload a google colab notebook in which i tried to perform Ridge Regression
You can also find the notebook at the following link:
https://colab.research.google.com/drive/17nMoAsMzQsPF1-yNTvHW6qUFaDCwaAAI?usp=sharing
The first dataset used in the notebook is this one. You need to load it into the colab environment to run the code correctly