diff --git a/ci-cd/github-actions.md b/ci-cd/github-actions.md
index c296a22a1e..0be8b17c1e 100644
--- a/ci-cd/github-actions.md
+++ b/ci-cd/github-actions.md
@@ -15,7 +15,7 @@ This guide contains instructions on how to:
 
 ## Set up a Docker project
 
-Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Ngnix alpine image. You can either clone this repository, or use your own Docker project.
+Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Nginx alpine image. You can either clone this repository, or use your own Docker project.
 
 ![SimpleWhaleDemo](images/simplewhaledemo.png){:width="500px"}
 
diff --git a/cloud/aci-integration.md b/cloud/aci-integration.md
index f2f7aabc3d..82cd7b3451 100644
--- a/cloud/aci-integration.md
+++ b/cloud/aci-integration.md
@@ -99,16 +99,16 @@ There are two ways to use your new ACI context. You can use the `--context` flag
 docker --context myacicontext run -p 80:80 nginx
 ```
 
-Or, you can change context using `docker context use` to select the ACI context to be your focus for running Docker commands. For example, we can use the `docker context use` command to deploy an ngnix container:
+Or, you can change context using `docker context use` to select the ACI context to be your focus for running Docker commands. For example, we can use the `docker context use` command to deploy an Nginx container:
 
 ```console
 docker context use myacicontext
-docker run -p 80:80 nginx
+docker run -p 80:80 Nginx
 ```
 
 After you've switched to the `myacicontext` context, you can use `docker ps` to list your containers running on ACI.
 
-In the case of the demonstration nginx container started above, the result of the ps command will display in column "PORTS" the IP address and port on which the container is running. For example, it may show `52.154.202.35:80->80/tcp`, and you can view the nginx welcome page by browsing `http://52.154.202.35`.
+In the case of the demonstration Nginx container started above, the result of the ps command will display in column "PORTS" the IP address and port on which the container is running. For example, it may show `52.154.202.35:80->80/tcp`, and you can view the Nginx welcome page by browsing `http://52.154.202.35`.
 
 To view logs from your container, run:
 
diff --git a/language/java/configure-ci-cd.md b/language/java/configure-ci-cd.md
index bb8839c3a5..a64711d53a 100644
--- a/language/java/configure-ci-cd.md
+++ b/language/java/configure-ci-cd.md
@@ -18,7 +18,7 @@ This guide contains instructions on how to:
 
 ## Set up a Docker project
 
-Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Ngnix alpine image. You can either clone this repository, or use your own Docker project.
+Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Nginx alpine image. You can either clone this repository, or use your own Docker project.
 
 ![SimpleWhaleDemo](../../ci-cd/images/simplewhaledemo.png){:width="500px"}
 
diff --git a/language/nodejs/configure-ci-cd.md b/language/nodejs/configure-ci-cd.md
index 87d17b9bee..9d3af463ed 100644
--- a/language/nodejs/configure-ci-cd.md
+++ b/language/nodejs/configure-ci-cd.md
@@ -17,7 +17,7 @@ This guide contains instructions on how to:
 
 ## Set up a Docker project
 
-Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Ngnix alpine image. You can either clone this repository, or use your own Docker project.
+Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Nginx alpine image. You can either clone this repository, or use your own Docker project.
 
 ![SimpleWhaleDemo](../../ci-cd/images/simplewhaledemo.png){:width="500px"}
 
diff --git a/language/python/configure-ci-cd.md b/language/python/configure-ci-cd.md
index 73accb1873..654fcf9aa3 100644
--- a/language/python/configure-ci-cd.md
+++ b/language/python/configure-ci-cd.md
@@ -17,7 +17,7 @@ This guide contains instructions on how to:
 
 ## Set up a Docker project
 
-Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Ngnix alpine image. You can either clone this repository, or use your own Docker project.
+Let’s get started. This guide uses a simple Docker project as an example. The [SimpleWhaleDemo](https://github.com/usha-mandya/SimpleWhaleDemo){:target="_blank" rel="noopener" class="_"} repository contains an Nginx alpine image. You can either clone this repository, or use your own Docker project.
 
 ![SimpleWhaleDemo](../../ci-cd/images/simplewhaledemo.png){:width="500px"}