Ubuntu’s System Monitor is technically the equivalent of Windows’ Task Manager. The desktop version of Ubuntu comes shipped with System Monitor, but if for some reason you need to launch it via the terminal (for instance, perhaps gnome panels are busy crashing), you can load it up via the following terminal command:
gnome-system-monitor
Simple as that.