I found Kubernetes to be easier to learn than the docs would suggest, and I wrote up a short article as a high-level overview. I hope it helps someone, and that it saves you a lot of time:

https://www.stavros.io/posts/kubernetes-101/

You may want to spend two minutes reading this before going into the post's website, as an overview.