Q$1(5$ marks$)$: Demonstrate a Random Forest implementation step with three decision trees using the following dataset to predict whether yes or no on days $6,7,$ and $8.$ Shows all the processes in detail.

$\backslash$table$[[$Day$,$Temperature,Humidity,Outdoor Activities$],[1,70,60,$Yes$],[2,82,50,$Yes$],[3,72,90,$No$],[4,65,75,$No$],[5,85,70,$Yes$],[6,75,65,],[8,80,95,]]$