diff --git a/lessons/5-NLP/README.md b/lessons/5-NLP/README.md
index 730ff5f9..e20d8ab9 100644
--- a/lessons/5-NLP/README.md
+++ b/lessons/5-NLP/README.md
@@ -59,7 +59,7 @@ If you're interested in learning about NLP from a classic ML perspective, visit
 In this section we will learn about:
 
 * [Representing text as tensors](13-TextRep/README.md)
-* [Word Embeddings](14-Emdeddings/README.md)
+* [Word Embeddings](14-Embeddings/README.md)
 * [Language Modeling](15-LanguageModeling/README.md)
 * [Recurrent Neural Networks](16-RNN/README.md)
 * [Generative Networks](17-GenerativeNetworks/README.md)