The Town of Cloverland does not have any schools or libraries located within its boundaries, but the community is served by the public school and library located in Eagle River, Wisconsin.

The Northland Pines School District K-12 public school system serves the residents of the Town with schools located primarily in Eagle River, Wisconsin. However, the district also has satellite elementary schools located in St. Germain and Land O Lakes as well. The district also has bus service available to all children within the district boundaries.

Nicolet Technical College in Rhinelander, Wisconsin serves as the post secondary education and people can obtain a wide variety of degrees from the technical college including 4 year degrees thanks to a connection from Nicolet Technical College to the University of Wisconsin system.

The city of Eagle River is home to Olson Memorial Library where visitors and residents can borrow books and other media as well as checkout other books and reference materials from other libraries through the interlibrary loan program. The library also has many local, regional, and national newspapers and magazines that visitors to the library can read or just browse through too. The library can also be used by residents and visitors who need access to the library's conference rooms. Talk to one of the friendly librarians for more information about the reading materials and the many programs the library sponsors each year.