diff --git a/src/data/roadmaps/machine-learning/content/numpy@nKE9sO-f2fdMiuLu2xby1.md b/src/data/roadmaps/machine-learning/content/numpy@nKE9sO-f2fdMiuLu2xby1.md
index 899132ede..f40ad9700 100644
--- a/src/data/roadmaps/machine-learning/content/numpy@nKE9sO-f2fdMiuLu2xby1.md
+++ b/src/data/roadmaps/machine-learning/content/numpy@nKE9sO-f2fdMiuLu2xby1.md
@@ -4,7 +4,7 @@ NumPy is a fundamental Python library used for numerical computing. It provides
 
 Visit the following resources to learn more:
 
-- [@official@Numpy](https://numpy.org/)
-- [@opensource@Numpy](https://github.com/numpy/numpy)
-- [@article@Python Numpy Array Tutorial](https://www.datacamp.com/tutorial/python-numpy-tutorial)
-- [@video@Learn NumPy in 1 hour!](https://www.youtube.com/watch?v=VXU4LSAQDSc)
\ No newline at end of file
+- [@official@NumPy](https://numpy.org/)
+- [@opensource@NumPy](https://github.com/numpy/numpy)
+- [@article@Python NumPy Array Tutorial](https://www.datacamp.com/tutorial/python-numpy-tutorial)
+- [@video@Learn NumPy in 1 hour!](https://www.youtube.com/watch?v=VXU4LSAQDSc)