While working with the visual editor, you will see the section called Add Media. This section enables you to insert media such as photos, videos, and audio.
Thanks GeekHibrid, this was very helpful. Creating the posts seem rather intuitive, like creating the pages but it's always good to have a confirmation of how it's done. Kinda fun learning through exploration too.
Kevin