So I'll get to the point. Met this amazing HB8 (At the very least) a week ago and she turned out to have noticed me before a couple times which means she was checking me out way before I even got her name. Made out the entire night, got her number, started texting the next day. I had a party at some friend's that night and she asked me to get over to her place were I to get bored around 1AM that night. I told her I'd come so I decided not to do anything at that party as I was genuinely feeling guilty for flirting with other birds that night. Anyways ended up in her bed and played a bit with her boobs and just making out and spooning for an hour or so.
Skip ahead. Been texting with her this entire week, been seeing her in school and we are obviously into eachother but she wants to get to know me a bit better first. Told me she'd "Teach me some things in bed" sometime (She definitely wants it) and asked me to go to the cinema this weekend. Now I know things are going great without too much effort and this is my problem. It's not like she is dominating me right now and her showing that much interest makes it even easier for me not to look needy, but how can I subtly still keep the interest high enough in order for her not to get bored and definitely not come over as too needy or 'slavey'? What move should I make this saturday? Try her to come home with me or cuddle up in bed at her's? I think this may be a very potential LTR so I want to get all the best out of it (And keeping the future in mind. May it fail not to feel like I made some huge mistakes afterward or even worse, turn needy and beta again)

Sorry for sounding like an utter noob here, I kind of am! I definitely grew some more confidence since months ago and people consider me a player or a hustler very often, but I still have my insecurities every now and then.

Thanks!