diff --git a/.hash b/.hash
index 2acd1d9..4618342 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,79b3324
 year2/artificial-intelligence-in-industry,0be5931
-year2/machine-learning-for-computer-vision,3d20c01
+year2/machine-learning-for-computer-vision,4c887f7
 year2/natural-language-processing,44e8c0d
diff --git a/year2/machine-learning-for-computer-vision/ml4cv.pdf b/year2/machine-learning-for-computer-vision/ml4cv.pdf
index 52bcc82..8371628 100644
Binary files a/year2/machine-learning-for-computer-vision/ml4cv.pdf and b/year2/machine-learning-for-computer-vision/ml4cv.pdf differ