diff --git a/testing_project/test_logistic.py b/testing_project/test_logistic.py
index 53a32f2..2b6ff30 100644
--- a/testing_project/test_logistic.py
+++ b/testing_project/test_logistic.py
@@ -1,3 +1,4 @@
+import pytest
 from numpy.testing import assert_allclose
 
 from logistic import f
@@ -13,15 +14,17 @@ def test_f_corner_cases():
         result = f(x, r)
         assert_allclose(result, expected)
 
-def test_f_generic_cases():
-    cases = [
+@pytest.mark.parametrize(
+    'x, r, expected',
+    [
         (0.1, 2.2 ,0.198),
         (0.2, 3.4 ,0.544),
         (0.5, 2   ,0.5)
     ]
-    for x, r, expected in cases:
-        result = f(x, r)
-        assert_allclose(result, expected)
+)
+def test_f_generic_cases(x, r, expected):
+    result = f(x, r)
+    assert_allclose(result, expected)
 
 # Hands on 1
 #Add a new test for these generic cases using the for-loop pattern: