How to take over a new team as a lead

It is always a challenge to become a part of a new team, more so if you are going to be their lead. Unfortunately, there is no one ultimate way on how to do it, however there are some best practices to stack the odds of success in your favor. I would like to share my experience on the matter along with some lessons learned from my recent transfer to a new project.