While the table in my video uses a lot of specialized tools you can use a lot less if you don't have them. I list the tools needed and then some alternatives.
Tools:
Table saw (or track saw or circular saw and straight edge)
Drill, drill bits, (a self centering drill bit is also recommended)
Jig saw or band saw or hand saw
Loose tenon joinery (domino, dowels, beadlock, etc.)
Long clamps (or pocket hole jig and screws)
Recommended: Router and edge profile bits
Optional: Milling tools like a planer and jointer