You can remember the meaning of 政策 with this easy mnemonic:
I got into politics (政) because I didn't like the current policies and methods (策) that politicians were using to "improve" our country.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.