It would be good to memorize electron withdrawing groups and electron donating groups. EWG stabilize the negative charge when an acid gets deprotonated, making its conjugate base form faster. So, strong acids will contain EWG while weak acids will contain EDG.
EWG: halogen or anything with an sp2-oxygen/nitrogen bond
EDG: alkyl groups or anything with a lone pair
So, as said in the last post, when looking at the acids try to determine what the most stable conjugate base is to determine the strongest acid. EWG/EDG groups are only part of the equation. Take into account the electronegativity of the deprotonated atom, if it makes a tertiary or primary carbocation, if it has multiple resonance structures, etc.
However, sometimes its easier just to memorize relative acidity. carboxylic acids > alcohol >aldehyde> ketone > alkyne