The ideal time to conduct the Sprint Retrospective Meeting by the Agile Team is "Option 4: At the end of the Sprint to analyze how the Sprint was." This meeting typically occurs after the Sprint Review meeting and provides the team with an opportunity to reflect on the completed Sprint and discuss what went well, what could be improved, and how to make adjustments for the next Sprint.