diff --git a/README.md b/README.md
index 04caed6..d43ba3a 100644
--- a/README.md
+++ b/README.md
@@ -8,9 +8,20 @@ It uses Google Cloud Storage bucket to store your notebook for persistence so th
 0. Create a GCS bucket for storing your notebooks
 1. Change `c.GoogleStorageContentManager.default_path` in `jupyter-config.py` to your GCS path
 3. Create a GKE cluster of your choice (Recommend 2CPU 7.5G or larger each node), make sure turn on **legacy authorisation mode**
-4. `kubectl apply -f ./kube/`
-5. Connect to service using port forwarding `kubectl port-forward svc/svc-notebooks 8888:8888`, or use the public ip from `kubectl get svc`
-6. Start using cluster!
+
+For example the following bash script:
+
+   ```
+   project_name=brightwrite-211800
+   zone_name=us-west1-b
+   zone_name2=us-west1
+   gcloud beta container --project "${project_name}" clusters create "jupyter-1" --zone "${zone_name}" --username "admin" --cluster-version "1.9.7-gke.6" --machine-type "n1-highcpu-64" --image-type "COS" --disk-type "pd-ssd" --disk-size "100" --scopes "https://www.googleapis.com/auth/cloud-platform" --min-cpu-platform "Intel Skylake" --num-nodes "1" --enable-cloud-logging --enable-cloud-monitoring --network "projects/${project_name}/global/networks/default" --subnetwork "projects/${project_name}/regions/${zone_name2}/subnetworks/default" --enable-legacy-authorization --addons HorizontalPodAutoscaling,HttpLoadBalancing --no-enable-autoupgrade --enable-autorepair
+   ```
+4. Make sure the container image specified in kube/30-deployment.yaml is as desired. This docker image will be deployed to the workers.
+5. Check that the limits specified in kube/30-deployment.yamls is consistent with your cluster definition above in terms of number of CPUs, memory, etc.
+6. Run `kubectl apply -f ./kube/ --validate=false`
+7. Connect to service using port forwarding `kubectl port-forward svc/svc-notebooks 8888:8888`, or use the public ip from `kubectl get svc`
+8. Start using cluster!
     ```
     from dask_kubernetes import KubeCluster
     
@@ -28,4 +39,4 @@ It uses Google Cloud Storage bucket to store your notebook for persistence so th
 
 1. Change the `Dockerfile`, build your image, and push it to any of the image storage service.
 2. Change the image name in `30-deployment.yaml` file
-3. Apply your kubernetes configuration
\ No newline at end of file
+3. Apply your kubernetes configuration