Patients receive docetaxel intravenously (IV) over 60 minutes on days 1 and 2 and prednisone orally (PO) twice daily (BID) on days 1-21. Treatment repeats every 21 days for 3 courses in the absence of disease progression or unacceptable toxicity. Patients undergo prostatectomy within 3 weeks after completion of chemotherapy.