Really easy - and if you go on to You Tube they have loads of tuturials to get you started.
If you want a go, start with something easy like a baby blanket. This should normally be thicker wool and bigger needles - So you get to see your results quicker and it is less fiddily.
Or Hobby Craft have got some scarf sets, which would be a great start!