You can remember the meaning of 鼓励 with this easy mnemonic:
I've always been terrified of the convex (鼓) shape in math, but my teacher encouraged me and exhorted (励) me to overcome my fear.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.