Creating an e-commerce store

I have a new domain https://www.fanteemabarnes.com and I would like it to be a store for my products as well as the products I sell as an affiliate. I did some research through the Blue Host marketplace (that is my host) but I am not sure if I need to purchase something like a specific program or theme or download a plugin or both. Do you have any recommendations?