buying baby items

Hi! I'm a FTM. Just want to know what are the essentials for the newborn and when should I start buying? I don't want to splurge a lot. Also, I'm not having a gender reveal party/baby shower. As only my close friends and relatives know that I'm currently pregnant. Will like to keep it this way till I give birth. Thank you for your advices!! ??