Should I buy a bicycle?

I’m planning on buying a bicycle since I get tired of walking and carrying heavy stuff (groceries, etc). But I don’t know how to ride a bicycle yet.

Should I buy one and use it to practice? Or just stick to walking?

Also, can I practice riding a bicycle in parks here in Tokyo? Will no one judge me for it?