I haven't learned PowerShell but I am pretty positive about what it wants to do, that is make scripting easier and more programming like. My greatest pain when working with linux is writing a bash script.
PowerShell is different from other shells on linux as it focuses more on verbosity and being script friendly than just being a shortcut to do stuff.