Go to the menu Code->Preference->Settings and search for "renderIndentGuides". The complete setting should appear as:
"editor.renderIndentGuides": true,
Change it to false.
UPDATE:
Keys had changed since v1.61 – on later version set the following instead:
"editor.guides.indentation": false