diff --git a/README.md b/README.md
index 766a3ca3b0..b75631e856 100644
--- a/README.md
+++ b/README.md
@@ -63,7 +63,7 @@ replacing `docker run swarm` with just `swarm`.
 
 ## Participating
 
-We welcome pull requests and patches; come say hi on IRC, #docker-swarm on freenode.
+We welcome pull requests and patches; come say hi on IRC, #docker-swarm on Freenode.
 
 Our planning process and release cycle are detailed on the [wiki](https://github.com/docker/swarm/wiki)
 
diff --git a/ROADMAP.md b/ROADMAP.md
index 7b54476ab0..3569813d7f 100644
--- a/ROADMAP.md
+++ b/ROADMAP.md
@@ -39,7 +39,7 @@ The builtin scheduler allows you to manage container on approximately hundreds o
 In the future, we want to allow third party tools to be plugged into Docker Swarm to allow management
 of much bigger clusters.
 
-The first integration will be Mesos but other tools will arrive after, like kubernetes.
+The first integration will be Mesos but other tools will arrive after, like Kubernetes.
 
 * [x] Cluster Drivers [#393](https://github.com/docker/swarm/issues/393)
 * [ ] Mesos implementation
diff --git a/docs/api/swarm-api.md b/docs/api/swarm-api.md
index 05b2045863..b3d2d1acd9 100644
--- a/docs/api/swarm-api.md
+++ b/docs/api/swarm-api.md
@@ -42,5 +42,5 @@ POST "/images/create" : "docker import" flow not implement
 
 - [User guide](https://docs.docker.com/swarm/)
 - [Discovery options](https://docs.docker.com/swarm/discovery/)
-- [Sheduler strategies](https://docs.docker.com/swarm/scheduler/strategy/)
-- [Sheduler filters](https://docs.docker.com/swarm/scheduler/filter/)
+- [Scheduler strategies](https://docs.docker.com/swarm/scheduler/strategy/)
+- [Scheduler filters](https://docs.docker.com/swarm/scheduler/filter/)
diff --git a/docs/scheduler/filter.md b/docs/scheduler/filter.md
index 494312997d..638a8c71de 100644
--- a/docs/scheduler/filter.md
+++ b/docs/scheduler/filter.md
@@ -404,5 +404,5 @@ This filter will prevent scheduling containers on unhealthy nodes.
 
 - [User guide](https://docs.docker.com/swarm/)
 - [Discovery options](https://docs.docker.com/swarm/discovery/)
-- [Sheduler strategies](https://docs.docker.com/swarm/scheduler/strategy/)
+- [Scheduler strategies](https://docs.docker.com/swarm/scheduler/strategy/)
 - [Swarm API](https://docs.docker.com/swarm/API/)