Applications have all kind of clutter such as Games that I do not need when studying. How can I remove them? I mean the panel with Applications, Places and System.
Which version are you running? I'm running 10.04, and I can right-click on any of the menus (Applications, Places, or System) and see the option to "Edit Menus."
That gives me a window with options to hide certain entries via checkbox.