Thanks RogueM for pointing me this link ! It's nice because I do not solder directly on the Raspberry but on that HEADER, right ?
I will also get a breadboard for testing out my connections before soldering directly on the pcb. Gosh I haven't soldered anything since my studies, 10 years ago !