diff --git a/docs/getting-started-guides/gce.md b/docs/getting-started-guides/gce.md
index d8aee41529..0bec2b1f13 100644
--- a/docs/getting-started-guides/gce.md
+++ b/docs/getting-started-guides/gce.md
@@ -34,8 +34,8 @@ If you want to use custom binaries or pure open source Kubernetes, please contin
 1. Then, make sure you have the `gcloud preview` command line component installed. Run `gcloud preview` at the command line - if it asks to install any components, go ahead and install them. If it simply shows help text, you're good to go. This is required as the cluster setup script uses GCE [Instance Groups](https://cloud.google.com/compute/docs/instance-groups/), which are in the gcloud preview namespace. You will also need to **enable [`Compute Engine Instance Group Manager API`](https://developers.google.com/console/help/new/#activatingapis)** in the developers console.
 1. Make sure that gcloud is set to use the Google Cloud Platform project you want. You can check the current project using `gcloud config list project` and change it via `gcloud config set project <project-id>`.
 1. Make sure you have credentials for GCloud by running ` gcloud auth login`.
-1. Make sure you can start up a GCE VM from the command line.  At least make sure you can do the [Create an instance](https://cloud.google.com/compute/docs/quickstart#create_an_instance) part of the GCE Quickstart.
-1. Make sure you can ssh into the VM without interactive prompts.  See the [Log in to the instance](https://cloud.google.com/compute/docs/quickstart#ssh) part of the GCE Quickstart.
+1. Make sure you can start up a GCE VM from the command line.  At least make sure you can do the [Create an instance](https://cloud.google.com/compute/docs/instances/#startinstancegcloud) part of the GCE Quickstart.
+1. Make sure you can ssh into the VM without interactive prompts.  See the [Log in to the instance](https://cloud.google.com/compute/docs/instances/#sshing) part of the GCE Quickstart.
 
 ### Starting a cluster