diff --git a/.hash b/.hash
index 98563a7..8be3069 100644
--- a/.hash
+++ b/.hash
@@ -17,4 +17,4 @@ year2/artificial-intelligence-in-industry,42025c2
 year2/big-data-analytics-and-text-mining/module1,368d88d
 year2/big-data-analytics-and-text-mining/module2,368d88d
 year2/machine-learning-for-computer-vision,ae191b0
-year2/natural-language-processing,03efe2b
+year2/natural-language-processing,147f855
diff --git a/year2/natural-language-processing/nlp.pdf b/year2/natural-language-processing/nlp.pdf
index fe9d4f6..0e09df5 100644
Binary files a/year2/natural-language-processing/nlp.pdf and b/year2/natural-language-processing/nlp.pdf differ