To familiarize yourself with the basic concepts of visual design, read the “20 most important design principles illustrated.”
Read through AND KNOW the rationale for 01. Line; 09. Balance; 11. Contrast; 15. Direction; and 20. Composition. This requires you to scroll down the webpage to find each specific principle.