diff --git a/docs/installation.rst b/docs/installation.rst
index 82b9555..da6f4a1 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -30,7 +30,9 @@ You can build the package by running the following command: ::
 
     $ docker build -t cbica/nichart_dlmuse .
 
-.. _`Singularity/Apptainer build`
+***************************
+Singularity/Apptainer build
+***************************
 
 Singularity and Apptainer images can be built for NiChart_DLMUSE, allowing for frozen versions of the pipeline and easier
 installation for end-users. Note that the Singularity project recently underwent a rename to "Apptainer", with a commercial
@@ -43,7 +45,9 @@ After installing the container engine, run: ::
 This will take some time, but will build a containerized version of your current repo. Be aware that this includes any local changes!
 The nichart_dlmuse.sif file can be distributed via direct download, or pushed to a container registry that accepts SIF images.
 
-.. _`Manual installation`
+*******************
+Manual installation
+*******************
 
 You can manually build the package from source by running: ::
 
@@ -51,5 +55,6 @@ You can manually build the package from source by running: ::
 
     $ cd NiChart_DLMUSE && python3 -m pip install -e .
 
-We **do not** recomment installing the package directly from source as the repository above is under heavy development and can cause
-crashes and bugs.
+.. note::
+    We **do not** recommend installing the package directly from source as the repository above is under heavy development and can cause
+    crashes and bugs.