First I just added the Subdivision modifier and it looked horrendous. My beautiful star shaped base became a mutated blob.
Thankfully you remindet me of the crease setting later in the video and it worked out in the end.
I really like how the combination leads to a smooth transition between the sharp edges at the bottom and the circle at the top.