diff --git a/README.md b/README.md
index 45ac317..f486137 100644
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+++ b/README.md
@@ -50,13 +50,13 @@ Week|  Topic | Moderator | What's happening?
 4 | [Topic 3: Robotics Part 1](https://github.com/ag-informatics/ag-informatics-seminar/tree/main/3-intro_to_robotics) | Upinder | Submit project contract.
 5 | [Topic 3: Robotics Part 2](https://github.com/ag-informatics/ag-informatics-seminar/tree/main/3-intro_to_robotics)  | Upinder | Submit your topic analysis
 6 | [Topic 4: Modeling](https://github.com/ag-informatics/ag-informatics-seminar/tree/main/3-modeling) | Ankita | No submission.
-7 | Topic 5: Computer Vision | Upinder | Submit your topic analysis. 
-8 | Topic 6: Research and Coding Methods. 1-1 MEetings | Ankita | Submit code analysis.
+7 | [Topic 5: Computer Vision](https://github.com/ag-informatics/ag-informatics-seminar/tree/main/5-computer_vision) | Upinder | Submit your topic analysis. 
+8 | Topic 6: [Coding Methods](https://github.com/ag-informatics/ag-informatics-seminar/tree/main/6-coding-methods). 1-1 Meetings | Ankita | Submit code analysis.
 9 | Topic 7: Intro to AI | Upinder | Submit your topic analysis
 10 | Spring Break | No class |
-11 | Topic 8: Data Lifecycle | Ankita | Submit your topic analysis
+11 | Topic 8: Data Lifecycle | Guest Speaker: Ag Data Services | Submit your topic analysis
 12 | Topic 9: Cyberphysical Systems | Upinder | Submit work in progress update on Monday. Submit your topic analysis
-13 | Topic 10:  Work-in-Progress Presentations. Entrepreneurship | Ankita |Submit your topic analysis
+13 | Topic 10: Entrepreneurship | Guest Speaker: Christian Butzke | Submit your topic analysis
 14 | Topic 11: Foundation Models | Upinder |Submit your topic analysis
 15 | Topic 12: Designing AI Systems | Ankita | 
 16 | Open Space | Ankita | Submit your final project report