diff --git a/.hash b/.hash
index c619c84..a3bfa18 100644
--- a/.hash
+++ b/.hash
@@ -13,8 +13,8 @@ year1/languages-and-algorithms-for-ai/module2,9d6b6aa
 year1/languages-and-algorithms-for-ai/module3,0adfef3
 year1/machine-learning-and-data-mining,79b3324
 year1/statistical-and-mathematical-methods-for-ai,79b3324
-year2/artificial-intelligence-in-industry,8474da7
+year2/artificial-intelligence-in-industry,cff26da
 year2/big-data-analytics-and-text-mining/module1,368d88d
 year2/big-data-analytics-and-text-mining/module2,368d88d
 year2/machine-learning-for-computer-vision,c10f58c
-year2/natural-language-processing,533fb70
+year2/natural-language-processing,6f2f282
diff --git a/year2/artificial-intelligence-in-industry/a3i.pdf b/year2/artificial-intelligence-in-industry/a3i.pdf
index b13254c..edad291 100644
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diff --git a/year2/natural-language-processing/nlp.pdf b/year2/natural-language-processing/nlp.pdf
index 6c6cd20..315e599 100644
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