Water is one of the principal laboratory chemicals. For the most part, laboratories purify their own water. Numerous procedures are employed.
Although quite commercial, the Pure Water Handbook (pwh-s.pdf) has references of considerable interest to the chemistry teacher.
Laboratory Water Purification Reference Articles: Collected by High-Q, Inc.