Google has a very good onboarding process (I worked there as a contractor in 2013). They have classes where instructors teach you how to use the infrastucture and codelabs that you can do at home or at work to learn more specialized things.

So, I think that they open sourced TensorFlow more as an advertisement/inducement to hire more ML people.