What machine learning technique would you use for the following examples?

$($i$)$ Banks have to decide whether or not to give a loan to someone on the basis of his$/$her credit history.

$($ii$)$ Fake news is being created and spread at a rapid rate due to technology innovations such as social media. Governments needs to use machine learning to flag some news as Fake correctly.