diff --git a/pandas/core/style.py b/pandas/core/style.py
index a5a42c2bb47a7..bced50926e275 100644
--- a/pandas/core/style.py
+++ b/pandas/core/style.py
@@ -118,7 +118,11 @@ class Styler(object):
                 {% for c in r %}
                 <{{c.type}} id="T_{{uuid}}{{c.id}}" class="{{c.class}}">
                     {% if c.value is number %}
-                        {{c.value|round(precision)}}
+                        {% if precision %}
+                            {{c.value|round(precision)}}
+                        {% else %}
+                            {{'%.0f'|format(c.value)}}
+                        {% endif %}
                     {% else %}
                         {{c.value}}
                     {% endif %}
diff --git a/pandas/tests/test_style.py b/pandas/tests/test_style.py
index b9ca3f331711d..188696397e24b 100644
--- a/pandas/tests/test_style.py
+++ b/pandas/tests/test_style.py
@@ -379,6 +379,12 @@ def test_precision(self):
         self.assertTrue(s is s2)
         self.assertEqual(s.precision, 4)
 
+    def test_precision_zero(self):
+        df = pd.DataFrame({'A': 100, 'B': [0, 1, 2, 3, np.nan]})
+        df['C'] = df['A'] / df['B']
+        result = df.style.set_precision(0).render()
+        self.assertEqual(result.count('.'), 0)
+
     def test_apply_none(self):
         def f(x):
             return pd.DataFrame(np.where(x == x.max(), 'color: red', ''),