An argument has a conclusion and the premises offered for it. To weaken it, find an alternative explanation or a gap; to strengthen it, close that gap.
1Common flaws
Correlation treated as causation
Unrepresentative or biased samples
Ignoring alternative explanations
Generalising from a few cases