Typically the ukulele is strum and/or picked with the fingers. It cases where a pick of some sort was used, the felt pick was used traditionally. Although, like a guitar, it is a fretted instrument, it really requires a different approach in order to remain faithful to its' characteristics and idiosyncrasies. I think after you start playing, you will see the kinds of control that you have with your fingers and hand.
Enjoy!