diff --git a/README.md b/README.md
index ec281fd0..f7ad5839 100644
--- a/README.md
+++ b/README.md
@@ -21,9 +21,9 @@ and want to launch a single Jupyter Notebook server in a container.
 The [User Guide on ReadTheDocs](https://jupyter-docker-stacks.readthedocs.io/) describes additional uses and features in detail.
 
 **Example 1:** This command pulls the `jupyter/scipy-notebook` image tagged `33add21fab64` from Docker Hub if it is not already present on the local host.
-It then starts a container running a Jupyter Notebook server and exposes the server on host port 8888.
+It then starts a container running a Jupyter Server and exposes the server on host port 8888.
 The server logs appear in the terminal.
-Visiting `http://<hostname>:8888/?token=<token>` in a browser loads the Jupyter Notebook dashboard page,
+Visiting `http://<hostname>:8888/?token=<token>` in a browser loads JupyterLab,
 where `hostname` is the name of the computer running docker and `token` is the secret token printed in the console.
 The container remains intact for restart after the notebook server exits.
 
@@ -32,7 +32,7 @@ docker run -p 8888:8888 jupyter/scipy-notebook:33add21fab64
 ```
 
 **Example 2:** This command performs the same operations as **Example 1**, but it exposes the server on host port 10000 instead of port 8888.
-Visiting `http://<hostname>:10000/?token=<token>` in a browser loads Jupyter Notebook server,
+Visiting `http://<hostname>:10000/?token=<token>` in a browser loads JupyterLab,
 where `hostname` is the name of the computer running docker and `token` is the secret token printed in the console.
 
 ```bash
@@ -40,15 +40,15 @@ docker run -p 10000:8888 jupyter/scipy-notebook:33add21fab64
 ```
 
 **Example 3:** This command pulls the `jupyter/datascience-notebook` image tagged `33add21fab64` from Docker Hub if it is not already present on the local host.
-It then starts an _ephemeral_ container running a Jupyter Notebook server and exposes the server on host port 10000.
+It then starts an _ephemeral_ container running a Jupyter Server and exposes the server on host port 10000.
 The command mounts the current working directory on the host as `/home/jovyan/work` in the container.
 The server logs appear in the terminal.
 Visiting `http://<hostname>:10000/?token=<token>` in a browser loads JupyterLab,
 where `hostname` is the name of the computer running docker and `token` is the secret token printed in the console.
-Docker destroys the container after notebook server exit, but any files written to `~/work` in the container remain intact on the host.
+Docker destroys the container after Jupyter Server exit, but any files written to `~/work` in the container remain intact on the host.
 
 ```bash
-docker run --rm -p 10000:8888 -e -v "${PWD}":/home/jovyan/work jupyter/datascience-notebook:33add21fab64
+docker run --rm -p 10000:8888 -v "${PWD}":/home/jovyan/work jupyter/datascience-notebook:33add21fab64
 ```
 
 ## Contributing