Because everyone talks about Flux, I wanted to point out two other ML frameworks in Julia and their advantages.
Knet
Watch the beginning of this video for some insight on why Julia has made things easier: It had dynamic automatic differentiation in 2017!
TensorFlow and its advantages over Python