diff --git a/doc/administration/auth/okta.md b/doc/administration/auth/okta.md
index 664657650d4..ae38094391b 100644
--- a/doc/administration/auth/okta.md
+++ b/doc/administration/auth/okta.md
@@ -11,7 +11,7 @@ The following documentation enables Okta as a SAML provider.
1. When the app screen comes up you see another button to **Create an App** and
choose SAML 2.0 on the next screen.
1. Now, very important, add a logo
- (you can choose it from https://about.gitlab.com/press/). You'll have to
+ (you can choose it from ). You'll have to
crop and resize it.
1. Next, you'll need the to fill in the SAML general config. Here's an example
image.
diff --git a/doc/university/training/topics/additional_resources.md b/doc/university/training/topics/additional_resources.md
index d01634df744..4871372d105 100644
--- a/doc/university/training/topics/additional_resources.md
+++ b/doc/university/training/topics/additional_resources.md
@@ -4,9 +4,9 @@ comments: false
# Additional Resources
-1. GitLab Documentation [http://docs.gitlab.com](http://docs.gitlab.com/)
-2. GUI Clients [http://git-scm.com/downloads/guis](http://git-scm.com/downloads/guis)
-3. Pro git book [http://git-scm.com/book](http://git-scm.com/book)
-4. Platzi Course [https://courses.platzi.com/courses/git-gitlab/](https://courses.platzi.com/courses/git-gitlab/)
-5. Code School tutorial [http://try.github.io/](http://try.github.io/)
-6. Contact Us at `subscribers@gitlab.com`
+1. GitLab Documentation: .
+1. GUI Clients: .
+1. Pro Git book: .
+1. Platzi Course: .
+1. Code School tutorial: .
+1. Contact us at `subscribers@gitlab.com`.
diff --git a/doc/university/training/topics/tags.md b/doc/university/training/topics/tags.md
index 6333ceedbd7..9526bcbfb82 100644
--- a/doc/university/training/topics/tags.md
+++ b/doc/university/training/topics/tags.md
@@ -22,7 +22,7 @@ comments: false
**Additional resources**
-[http://git-scm.com/book/en/Git-Basics-Tagging](http://git-scm.com/book/en/Git-Basics-Tagging)
+
----------
diff --git a/doc/university/training/user_training.md b/doc/university/training/user_training.md
index f3a4d766522..ca3f777f403 100644
--- a/doc/university/training/user_training.md
+++ b/doc/university/training/user_training.md
@@ -385,7 +385,7 @@ Thank you for your hard work!
- GitLab Documentation: .
- GUI Clients: .
-- Pro git book: .
+- Pro Git book: .
- Platzi Course: .
- Code School tutorial: .
- Contact us at `subscribers@gitlab.com`.