
Brush up on
Frequency Matters
Repeatedly practicing a specific topic is implied when brushing up on it. 
Not Starting Anew
The phrase suggests improving existing knowledge, not learning something completely new. 
Casual Tone
The phrase has a casual, informal feel and may not suit formal or academic writing. 