Learn things if you see any reasons for learning them or you have a real passion for them. Machine or deep learning are cool and interesting concepts, but where you will apply them?
If having a good salary is your goal, may be this path is for you.
If you're willing to be independent entrepreneur, may be not the best use of your time.