First you would need to upload a video by going here and clicking "Upload a video." Then, in your blog, include the name of the file just like you would an image. For example, if the video's name is "My video," to include it on a page, you would type
You can also include parameters like size and position
I think there is also an "add video" button in edit mode. Let me know if you have further questions.