diff --git a/2-kubernetes/README.md b/2-kubernetes/README.md
index c187f7b..553c70e 100644
--- a/2-kubernetes/README.md
+++ b/2-kubernetes/README.md
@@ -102,7 +102,7 @@ With:
 
 ```console
 az aks create --node-vm-size <AGENT_SIZE> --resource-group <RG> --name <NAME>
---node-count <AGENT_COUNT> --kubernetes-version 1.12.5 --location <LOCATION> --generate-ssh-keys
+--node-count <AGENT_COUNT> --kubernetes-version 1.13.5 --location <LOCATION> --generate-ssh-keys
 ```
 
 > Note : The kubernetes verion could change depending where you are deploying your cluster. You can get more informations running the `az aks get-versions` command.
diff --git a/4-kubeflow/README.md b/4-kubeflow/README.md
index 3c0b266..565ce13 100644
--- a/4-kubeflow/README.md
+++ b/4-kubeflow/README.md
@@ -39,7 +39,7 @@ KUBEFLOW_SRC=$(realpath kubeflow)
 mkdir ${KUBEFLOW_SRC}
 cd ${KUBEFLOW_SRC}
 
-export KUBEFLOW_TAG=v0.4.1
+export KUBEFLOW_TAG=v0.5.1
 
 curl https://raw.githubusercontent.com/kubeflow/kubeflow/${KUBEFLOW_TAG}/scripts/download.sh | bash
 ```