diff --git a/Lectures/02_Deep_Learning-Linear_Logistic_Regression.pdf b/Lectures/02_Deep_Learning-Linear_Logistic_Regression.pdf
index d00217d112ae5075961af02d601e1dbb3d83c749..76e61a20cd23df708c8cc0f9e4a0fc1ade6cfff3 100644
Binary files a/Lectures/02_Deep_Learning-Linear_Logistic_Regression.pdf and b/Lectures/02_Deep_Learning-Linear_Logistic_Regression.pdf differ