diff --git a/README.md b/README.md
index 01a9a1c0..6852f939 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ Some workshops will require a working knowledge of R or completion of the [Intro
 | Topic and Link(s) to lessons | Prerequisites | Date | Registration |
 |:---------------|:-------------:|:-------------:|:-------------:|
 | [The Foundation - Basic Shell](https://hbctraining.github.io/Training-modules/Basic_shell/)	| None | 2/21/2024	| Closed |
-| Accelerate with Automation - Making your code work for you	| [The Foundation - Basic Shell](https://hbctraining.github.io/Training-modules/Basic_shell/) | 3/20/2024	| [Sign up!](https://harvard.zoom.us/meeting/register/tJUtcOqgqjItGNBihyBpRyBIOhcg20dc2YhW) |
+| [Accelerate with Automation](https://hbctraining.github.io/Training-modules/Accelerate_with_automation/)	 - Making your code work for you	| [The Foundation - Basic Shell](https://hbctraining.github.io/Training-modules/Basic_shell/) | 3/20/2024	| [Sign up!](https://harvard.zoom.us/meeting/register/tJUtcOqgqjItGNBihyBpRyBIOhcg20dc2YhW) |
 | Needle in a Haystack - Finding and summarizing data from colossal files | [The Foundation - Basic Shell](https://hbctraining.github.io/Training-modules/Basic_shell/) | 4/17/2024	| [Sign up!](https://harvard.zoom.us/meeting/register/tJUqduCvqDkrEt1VSxbngApi4O6VS4rLbGGR) |
 | Shell Tips and Tricks on O2 | [The Foundation - Basic Shell](https://hbctraining.github.io/Training-modules/Basic_shell/) | 5/15/2024	| [Sign up!](https://harvard.zoom.us/meeting/register/tJIvf-igrDIvHNTgmccDlkWbmSBavwfR5Iw9) |