<!-- Please include a self-contained copy-pastable example that generates the issue if possible. Please be concise with code posted. See guidelines below on how to provide a good bug report: - Craft Minimal Bug Reports http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports - Minimal Complete Verifiable Examples https://stackoverflow.com/help/mcve Bug reports that follow these guidelines are easier to diagnose, and so are often handled much more quickly. --> **Describe the issue**: In the [Autoscalers section of the docs index page](https://kubernetes.dask.org/en/latest/#autoscalers), there's an incorrect example code snippet on how to create a `KubeCluster` and scale it. Here is screenshot:  Initially, I thought it was a duplicate snippet but @jacobtomlinson has [pointed out it's actually an incorrect example and it should depict how to adapt a cluster to use the autoscaler](https://github.com/dask/dask-kubernetes/pull/905#pullrequestreview-2276582837).