Wanted to get started with some machine learning stuff, where should I start?

I am a Full-Stack Developer and recently had a talk with my boss about how the push notifications work and he is pretty convinced that it has something to do with the IMEI number of the phone, he being a person with a non technical background makes it even more difficult for me to explain stuff to him :/