Under Picture Tools, on the Format tab, in the Adjust group, click Compress Pictures. With your file open in your Microsoft Office application, select the picture or pictures that you want to compress.
When you don't need every single pixel in an image to get an acceptable version of it, you can compress pictures to make the file size smaller.