Keyboard commands and techniques can be helpful to navigate to a specific folder:


Ctrl + Y Go to folder...
NumPad * Expand all subfolders within the currently selected folder


Use the built-in incremental search to navigate directly to the folder you want. For example, if the target folder is "Hello World", quickly type the first few letters to give it focus: h-e-l-l-o etc. If you've got a good naming convention for folders, you may only need to type two or three characters to reach the ones you want.