diff --git a/Lectures/Lecture_3_SGD_22.pdf b/Lectures/Lecture_3_SGD_22.pdf
new file mode 100644
index 0000000..af15ae6
Binary files /dev/null and b/Lectures/Lecture_3_SGD_22.pdf differ