diff --git a/modules/doc/content/training/more_detail/MOOSE_2024_03_11-12_DUKE.md b/modules/doc/content/training/more_detail/MOOSE_2024_03_11-12_DUKE.md
index 7b8b53d7944e..741b8d2952bc 100644
--- a/modules/doc/content/training/more_detail/MOOSE_2024_03_11-12_DUKE.md
+++ b/modules/doc/content/training/more_detail/MOOSE_2024_03_11-12_DUKE.md
@@ -5,11 +5,11 @@
 !style-end!
 
 The Multiphysics Object Oriented Simulation Environment (MOOSE) Solid Mechanics Workshop provides a
-brief overview of the framework and an in-depth introduction to the tensor_mechanics module for
-solving solid mechanics problems. The course is 2 days in length and covers the mathematical
-formulations, simulation setup, and development workflow for the tensor_mechanics module. The course
+brief overview of the framework and an in-depth introduction to the MOOSE tensor mechanics module
+for solving solid mechanics problems. The course is 2 days in length and covers the mathematical
+formulations, simulation setup, and development workflow for the tensor mechanics module. The course
 also demonstrates the integration of an external material modeling library, NEML2, into the
-tensor_mechanics module to take advantage of GPUs. Hands on exercises are supplied so attendees are
+tensor mechanics module to take advantage of GPUs. Hands-on exercises are supplied so attendees are
 encouraged to bring their own hardware to participate.
 
 Course Coordinator: Gary Hu (thu@anl.gov)