diff --git a/README.md b/README.md
index fcc1ecf..8e56b62 100644
--- a/README.md
+++ b/README.md
@@ -89,14 +89,14 @@ Some of the products have been renamed, there are no changes regarding this in t
 
 ### Domain 4: Networking (15% of exam)
 - [Describe the Container Network Model and how it interfaces with the Docker engine and network and IPAM drivers](https://docs.docker.com/network/)
-- [Describe the different types and use cases for the built-in network drivers](https://blog.docker.com/2016/12/understanding-docker-networking-drivers-use-cases/)
+- [Describe the different types and use cases for the built-in network drivers](https://www.docker.com/blog/understanding-docker-networking-drivers-use-cases/)
 - [Describe the types of traffic that flow between the Docker engine, registry and UCP controllers](https://docs.mirantis.com/msr/2.9/ref-arch/networks.html)
 - [Describe and demonstrate how to create a Docker bridge network for developers to use for their containers](https://docs.docker.com/network/network-tutorial-standalone/)
 - [Describe and demonstrate how to publish a port so that an application is accessible externally](https://github.com/wsargent/docker-cheat-sheet#exposing-ports)
 - [Identify which IP and port a container is externally accessible on](https://docs.docker.com/engine/reference/commandline/port/#examples)
 - Compare and contrast “host” and “ingress” publishing modes ([Host](https://docs.docker.com/engine/swarm/services/#publish-a-services-ports-directly-on-the-swarm-node), [Ingress](https://docs.docker.com/engine/swarm/ingress/))
 - [Describe and demonstrate how to configure Docker to use external DNS](https://gist.github.com/Evalle/7b21e0357c137875a03480428a7d6bf6)
-- [Describe and demonstrate how to use Docker to load balance HTTP/HTTPs traffic to an application (Configure L7 load balancing with Docker EE)](https://www.docker.com/blog/enhanced-layer-7-routing-swarm-docker-enterprise-edition-beta/)
+- [Describe and demonstrate how to use Docker to load balance HTTP/HTTPs traffic to an application (Configure L7 load balancing with Docker EE)](https://www.mirantis.com/blog/enhanced-layer-7-routing-for-swarm-in-docker-enterprise-edition-beta)
 - [Describe and demonstrate how to deploy a service on a Docker overlay network](https://docs.docker.com/network/overlay/)
 - [Describe and demonstrate how to troubleshoot container and engine logs to resolve connectivity issues between containers](https://success.mirantis.com/article/troubleshooting-container-networking)
 - (Since Study Guide 1.5) [Describe how to route traffic to Kubernetes pods using ClusterIP and NodePort services](https://kubernetes.io/docs/concepts/services-networking/service/#publishing-services-service-types)