diff --git a/.hash b/.hash
index 53e023d..1478058 100644
--- a/.hash
+++ b/.hash
@@ -14,5 +14,5 @@ year1/languages-and-algorithms-for-ai/module3,0adfef3
 year1/machine-learning-and-data-mining,79b3324
 year1/statistical-and-mathematical-methods-for-ai,f79fbee
 year2/artificial-intelligence-in-industry,1b115b3
-year2/machine-learning-for-computer-vision,d85c9dd
+year2/machine-learning-for-computer-vision,beacf41
 year2/natural-language-processing,6f03be6
diff --git a/year2/machine-learning-for-computer-vision/ml4cv.pdf b/year2/machine-learning-for-computer-vision/ml4cv.pdf
index 348d81b..890bdd9 100644
Binary files a/year2/machine-learning-for-computer-vision/ml4cv.pdf and b/year2/machine-learning-for-computer-vision/ml4cv.pdf differ