Conda environments not showing up in Jupyter Notebook

This post is based on my experience of fixing this issue in Ubuntu OS. You may have to make some tweaks depending on your OS to see if this process fixes the issue.

I wasted a couple of hours in fixing this. If you think this has saved your time, don't forget to share it in your circles to help save other's time. Cheers!