Welcome to the world of videography!
Generally, what kind of videos will you be taking (nature, indoor, etc)? I own a 70D with the same kit lens and its a decent camera for video, but awesome for photo. Preferably, I would buy a 80D if possible, or a Sony camera since they are much better for video, also the kit you linked is more edged towards photography, so I recommend looking for a different one.
So if you're going to be filming you're going to need these things; A camera (obviously), a decent lens, a fluid head tripod for those smooth pans and tilts, and some decent lighting equipment.
Lighting: if your taking video outside, don't worry about lighting. If you are indoors you will need as much light as possible so you don't get grain.
Lens: A basic kit lens would do the trick (the one that comes with the camera).
Tripod: There are tons of tripods out there, so its best to be recommended with your budget
Most importantly, the Camera: If you can put in about $50 more this is a much superior camera kit
http/www.amazon.com/Sony-16-50mm-55-210mm-Lens-Beachcamera/dp/B01BLP1QDM/ref=sr_1_7?s=photo&ie=UTF8&qid=1457900901&sr=1-7&keywords=sony+a6300
The Sony will get you 4k at 30fps and 1080 at 60fps.
Hope this Helps!