There are many ways to learn the chords. Here's a link to one way:
http://psrtutorial.com/Beginners/B_MusicTips/MT_ChordSecrets/mt_chordsecrets.html

Of course, "learning" the notes included in a chord is only half the battle. Being able to play all those chords in real time simply takes practice, practice, practice, practice.