Learning Arduino might be a good starting point, since they are easy and popular. You'll probably need to learn C, since Arduinos (or the controllers on the Arduino boards) are programmed in C or assembly.

There is a cost for equipment and parts when working with hardware.

Creating effects in the physical world with your code feels awesome. Learning and building physical tech is just awesome all around.