diff --git a/content/assignments/assignment3/_index.md b/content/assignments/assignment3/_index.md
index 17555797..956d3161 100644
--- a/content/assignments/assignment3/_index.md
+++ b/content/assignments/assignment3/_index.md
@@ -4,7 +4,7 @@ title = "Call Center Cleanup"
 date = 2023-05-25T12:55:09-05:00
 draft = false
 weight = 4
-hidden = true
+hidden = false
 +++
 
 For this assignment, we will be working with call center data. You can start 
@@ -40,7 +40,7 @@ Fork [this GitHub repository](https://github.com/LaunchCodeEducation/call-center
 ## Submitting Your Work
 
 When you are finished, make sure to push your changes up to GitHub. Copy the link to your GitHub 
-repository and paste it into the submission box in Canvas for Graded Assignment #2: Call Center Cleanup and click *Submit*.
+repository and paste it into the submission box in Canvas for Graded Assignment #3: Call Center Cleanup and click *Submit*.
 
 {{% notice blue Note "rocket" %}}
 The following tasks and questions in the textbook for this assignment are also located within the notebook from the above GitHub repository. You must save the answers to the questions within your notebook for grading.
diff --git a/content/assignments/assignment4/_index.md b/content/assignments/assignment4/_index.md
index 26d73064..64d597b5 100644
--- a/content/assignments/assignment4/_index.md
+++ b/content/assignments/assignment4/_index.md
@@ -15,13 +15,11 @@ is broken into five checkpoints and a final presentation.
 1. [Selecting your business issue and dataset]({{% relref "./checkpoint-1" %}})
 1. [EDA]()
 1. [Cleaning data]({{% relref "./checkpoint-3" %}})
-1. [Manipulate, interpret, and visualize data]()
-1. [Modelling data]()
-1. [Final Project Fair]()
+1. [Manipulate, interpret, and visualize data]({{% relref "./checkpoint-4" %}})
 
 Examples of final project repositories to help you understand the requirements and complete your own:
 
 1. [Carly's Final Project: Microbiome Analysis](https://github.com/LaunchCodeEducation/data-analysis-final-project-sample-carly/tree/main).
 1. [Courtney's Final Project: Dungeons and Dragons Encounter Creator](https://github.com/speudusa/data-analysis-final-project).
 1. [Kimberly's Final Project: Chocolate Bar Analysis](https://github.com/codinglikeagirl42/ChocolateBarAnalysis).
-1. [Sally's Final Project: Sephora Analysis](https://github.com/gildedgardenia/data-analysis-final-project).
\ No newline at end of file
+1. [Sally's Final Project: Sephora Analysis](https://github.com/gildedgardenia/data-analysis-final-project).