diff --git a/src/data/roadmaps/data-analyst/content/parallel-processing@Fwwve0j-KDfc605IIgmil.md b/src/data/roadmaps/data-analyst/content/parallel-processing@Fwwve0j-KDfc605IIgmil.md
index f9f61e205..5c0471416 100644
--- a/src/data/roadmaps/data-analyst/content/parallel-processing@Fwwve0j-KDfc605IIgmil.md
+++ b/src/data/roadmaps/data-analyst/content/parallel-processing@Fwwve0j-KDfc605IIgmil.md
@@ -4,5 +4,5 @@ Parallel processing is an efficient form of data processing that allows Data Ana
 
 Learn more from the following resources:
 
-- [@article@What is parallel processing?](https://www.spiceworks.com/tech/iot/articles/what-is-parallel-processing/)
-- [@article@How parallel computing works?](https://computer.howstuffworks.com/parallel-processing.htm)
\ No newline at end of file
+- [@article@What Is Parallel Processing?](https://www.spiceworks.com/tech/iot/articles/what-is-parallel-processing/)
+- [@article@How Parallel Computing Works](https://computer.howstuffworks.com/parallel-processing.htm)