Can you recommend me resources that I could study with? Beginner friendly books? Online courses?
I would be really greatful!
Since you don't have an academic background you will have to do that anyway.
And if you are admitted to a program, you will need to read what they tell you to read.
Also, you will get a feel for the reality of particular graduate programs and whether or not they will meet your interests and goals.
Good luck.