diff --git a/lectures/theme/projects.md b/lectures/theme/projects.md
index a0be00e8..89709f28 100644
--- a/lectures/theme/projects.md
+++ b/lectures/theme/projects.md
@@ -50,7 +50,7 @@ This course is also taught at [Huazhong University of Science and Technology](ht
   - Ameesh Perchani
 
 **Section 2**
-- [Predicting Rice Crop Yield In Vietnam](https://nbviewer.org/github/ubcecon/econ323_projects/blob/594f7b1532f75dffb4f9760d859fcca5f16e3bb9/2023_Spring/Punjabi_Rohira_Zahir.html)\
+- [Predicting rice crop yield in Vietnam](https://nbviewer.org/github/ubcecon/econ323_projects/blob/594f7b1532f75dffb4f9760d859fcca5f16e3bb9/2023_Spring/Punjabi_Rohira_Zahir.html)\
 **PRESS RELEASE:** [EY 2023 Open Science Data Challenge winners help solve world hunger through AI models](https://www.ey.com/en_ps/news/2023/06/ey-2023-open-science-data-challenge-winners-help-solve-world-hunger-through-ai-models)
   - Divyadarshan Punjabi
   - Nirvaan Rohira