diff --git a/docs/index.rst b/docs/index.rst
index be34778..bfa30ba 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -17,6 +17,7 @@ started!
    tutorials/digitalocean
    tutorials/jetstream
    tutorials/google
+   tutorials/custom
 
 Guides
 ======
diff --git a/docs/tutorials/custom.rst b/docs/tutorials/custom.rst
new file mode 100644
index 0000000..14a6a8f
--- /dev/null
+++ b/docs/tutorials/custom.rst
@@ -0,0 +1,63 @@
+.. _tutorial_quickstart_custom:
+
+=======================================
+Tutorial: JupyterHub on your own server
+=======================================
+
+Goal
+====
+
+By the end of this tutorial, you should have a JupyterHub with some admin
+users and a user environment with packages you want installed running on
+a server you have access to.
+
+Pre-requisites
+==============
+
+#. Some familiarity with the command line.
+#. A server running Ubuntu 18.04 where you have root access.
+#. Ability to ``ssh`` into the server & run commands from the prompt.
+#. A **public IP** where the server can be accessed from the internet.
+
+Step 1: Installing The Littlest JupyterHub
+==========================================
+
+#. Using a terminal program, SSH into your server. This should give you a prompt where you can
+   type commands.
+
+#. Copy the text below, and paste it into the terminal. Replace
+   ``<admin-user-name>`` with the name of the first **admin user** for this
+   JupyterHub. This admin user can log in after the JupyterHub is set up, and
+   can configure it to their needs. Remember the username!
+
+   .. code-block:: bash
+
+    #!/bin/bash
+    curl https://raw.githubusercontent.com/yuvipanda/the-littlest-jupyterhub/master/bootstrap/bootstrap.py \
+     | sudo python3 - \
+       --admin <admin-user-name>
+
+#. Press ``Enter`` to start the installation process. This will take 5-10 minutes,
+   and will say 'Done!' when the installation process is complete.
+
+#. Copy the **Public IP** of your server, and try accessing http://<public-ip> from
+   your browser. If everything went well, this should give you a JupyterHub login page.
+
+   .. image:: ../images/first-login.png
+      :alt: JupyterHub log-in page
+
+#. Login using the **admin user name** you used in step 2, and a password. Use a
+   strong password & note it down somewhere, since this will be the password for
+   the admin user account from now on.
+
+#. Congratulations, you have a running working JupyterHub!
+
+Step 2: Adding more users
+==========================
+
+.. include:: add_users.txt
+
+Step 3: Install conda / pip packages for all users
+==================================================
+
+.. include:: add_packages.txt