To find out how to do a specific activity or job
To understand something based on previous mistakes or bad experiences
To study seriously
Draw a blank
Learn one's lesson
To be unable to remember something
To say that someone will not do something again because they did it once and suffered negative consequences
Hit the books
Learn by heart
To be able to say something from memory
Learn the hard way
Learn the ropes