1- GUI way : You can use your file manager for that. For me I use nautilus so you can go to the toplevel directory you want to start searching from and hit Ctrl + F keys to enter the file name and press enter (That's quite simple).
2- Command line way : If you prefer doing search from command line like I do then open your terminal and search as following: