diff --git a/docs/onboarding/ckan-setup.mdx b/docs/onboarding/ckan-setup.mdx
index 9c8dae5..aeccc4b 100644
--- a/docs/onboarding/ckan-setup.mdx
+++ b/docs/onboarding/ckan-setup.mdx
@@ -6,13 +6,10 @@ sidebar_position: 4
 
 In this section we'll go over how to install [CKAN](https://ckan.org) and get it running on your Ubuntu VM.
 
-## 📺 Video Tutorial
+:::caution 🚧 Work in Progress
 
-import LiteYouTubeEmbed from "react-lite-youtube-embed";
-import "react-lite-youtube-embed/dist/LiteYouTubeEmbed.css";
+This section is not complete yet. Please refer to the [CKAN 2.9.9 documentation on "Installing CKAN from source"](https://docs.ckan.org/en/2.9/maintaining/installing/install-from-source.html) for now.
 
-<LiteYouTubeEmbed id="" />
-
-### Video Resources
+:::
 
 ## 📝 Written Tutorial
diff --git a/docs/onboarding/datapusher-plus-setup.mdx b/docs/onboarding/datapusher-plus-setup.mdx
index 1af185f..a829564 100644
--- a/docs/onboarding/datapusher-plus-setup.mdx
+++ b/docs/onboarding/datapusher-plus-setup.mdx
@@ -6,13 +6,10 @@ sidebar_position: 5
 
 In this section we'll go over how to install [DataPusher+ with Docker](https://github.com/dathere/datapusher-plus-docker) and using it with CKAN.
 
-## 📺 Video Tutorial
+:::caution 🚧 Work in Progress
 
-import LiteYouTubeEmbed from "react-lite-youtube-embed";
-import "react-lite-youtube-embed/dist/LiteYouTubeEmbed.css";
+This section is not complete yet. Please refer to the [dathere/datapusher-plus-docker repository on GitHub](https://github.com/dathere/datapusher-plus-docker) for now.
 
-<LiteYouTubeEmbed id="" />
-
-### Video Resources
+:::
 
 ## 📝 Written Tutorial
diff --git a/docs/onboarding/qsv-setup.mdx b/docs/onboarding/qsv-setup.mdx
index 91c31b3..99ea0d7 100644
--- a/docs/onboarding/qsv-setup.mdx
+++ b/docs/onboarding/qsv-setup.mdx
@@ -6,15 +6,6 @@ sidebar_position: 3
 
 In this section we'll go over how to install [qsv](https://github.com/jqnatividad/qsv) and get it running on your Ubuntu VM.
 
-## 📺 Video Tutorial
-
-import LiteYouTubeEmbed from "react-lite-youtube-embed";
-import "react-lite-youtube-embed/dist/LiteYouTubeEmbed.css";
-
-<LiteYouTubeEmbed id="" />
-
-### Video Resources
-
 ## 📝 Written Tutorial
 
 There are various methods for installing qsv. We've categorized the installation options based on your objective.
diff --git a/docs/onboarding/ubuntu-vm-setup.mdx b/docs/onboarding/ubuntu-vm-setup.mdx
index af85d0a..52fe69e 100644
--- a/docs/onboarding/ubuntu-vm-setup.mdx
+++ b/docs/onboarding/ubuntu-vm-setup.mdx
@@ -6,18 +6,6 @@ sidebar_position: 2
 
 In this section we cover how to install [VirtualBox](https://www.virtualbox.org/) on your operating system (OS) and run [Ubuntu](https://ubuntu.com/) 22.04.2 LTS on a virtual machine (VM).
 
-## 📺 Video Tutorial
-
-import LiteYouTubeEmbed from "react-lite-youtube-embed";
-import "react-lite-youtube-embed/dist/LiteYouTubeEmbed.css";
-
-<LiteYouTubeEmbed id="" />
-
-### Video Resources
-
-- [VirtualBox Downloads Page](https://www.virtualbox.org/wiki/Downloads)
-- [Ubuntu Desktop Download Page](https://ubuntu.com/download/desktop)
-
 ## 📝 Written Tutorial
 
 You may find more comprehensive instructions and details on the [online user manual for VirtualBox 7.0](https://docs.oracle.com/en/virtualization/virtualbox/7.0/user/index.html).
diff --git a/docs/qsv-whirlwind-tour.md b/docs/qsv-whirlwind-tour.md
deleted file mode 100644
index 0a8adc7..0000000
--- a/docs/qsv-whirlwind-tour.md
+++ /dev/null
@@ -1,7 +0,0 @@
----
-sidebar_position: 4
----
-
-# 🌪 qsv Whirlwind Tour
-
-## 📺 Video Demo