There are a few options for learning and developing pure 2D game design, without being bogged down in coding: Construct2, Construct3, Gamemaker. I can recommend Construct 2 and the free version has few limitations. The others have a price attached and are probably worth it if you have the budget to spare.
I thought I would give a new player a go in my ICT Applied class. Below is my Unit and resources: