The spells of the heroes
The items you can purchase
How and where to lane against an enemy hero
The map and terrain of dota 2
Gameplay mechanics (eg. last hitting low hp creeps, runes, roshan, movement and positioning of heroes)
Reading a dota 2 guide
Watching a e-sports tournament and learning from professional players
Learning from playing with friends
Playing alone a lot