You can remember the meaning of 博士 with this easy mnemonic:
I did extensive (博) research on that scholar (士), and it turns out that she also has a doctor's degree!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.