Optimizing your images reduces the size of the images with minimal or no impact to the quality. That way your visitors get a site that looks good, but loads fast. You typically want to optimize your theme's images, as well as any images you added to the pages and posts.
To do it yourself, see | Difficulty |
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Optimize WordPress images | Basic |