The easiest way to start using Kubernetes is Minikube. If you have an account with a cloud provider, and would like to first figure out the details of running a cluster on their platform, this tutorial will still work for you, as the commands work for any recent version of Kubernetes.
http://okigiveup.net/a-tutorial-introduction-to-kubernetes/