How can I see all the blog entries associated with a particular course?

To see blog entries of a particular course:

1. Go to the course.
2. In the blogs block > "View all entries from this course"

In the course, click Participants > Blogs. Note: The term 'blog' here could be misleading. What you get is "Blog Posts attached with a course", not 'blogs'.