diff --git a/core/src/main/java/feast/core/validators/Matchers.java b/core/src/main/java/feast/core/validators/Matchers.java
index 8ba89a8308..5f7ddd26ac 100644
--- a/core/src/main/java/feast/core/validators/Matchers.java
+++ b/core/src/main/java/feast/core/validators/Matchers.java
@@ -25,7 +25,7 @@ public class Matchers {
   private static Pattern BIGQUERY_TABLE_REF_REGEX =
       Pattern.compile("[a-zA-Z0-9-]+[:]+[a-zA-Z0-9_]+[.]+[a-zA-Z0-9_]*");
   private static Pattern CLASS_PATH_REGEX =
-      Pattern.compile("[a-zA-Z_$][a-zA-Z0-9_$]*(\\.[a-zA-Z_$][a-zA-Z0-9_$]*)");
+      Pattern.compile("[a-zA-Z_][a-zA-Z0-9_]*(\\.[a-zA-Z_][a-zA-Z0-9_]*)*$");
   private static Pattern UPPER_SNAKE_CASE_REGEX = Pattern.compile("^[A-Z0-9]+(_[A-Z0-9]+)*$");
   private static Pattern LOWER_SNAKE_CASE_REGEX = Pattern.compile("^[a-z0-9]+(_[a-z0-9]+)*$");
   private static Pattern VALID_CHARACTERS_REGEX = Pattern.compile("^[a-zA-Z_][a-zA-Z0-9_]*$");
diff --git a/core/src/test/java/feast/core/validators/MatchersTest.java b/core/src/test/java/feast/core/validators/MatchersTest.java
index eb9d987cbd..fdf4d0469d 100644
--- a/core/src/test/java/feast/core/validators/MatchersTest.java
+++ b/core/src/test/java/feast/core/validators/MatchersTest.java
@@ -18,6 +18,7 @@
 
 import static feast.core.validators.Matchers.checkLowerSnakeCase;
 import static feast.core.validators.Matchers.checkUpperSnakeCase;
+import static feast.core.validators.Matchers.checkValidClassPath;
 
 import com.google.common.base.Strings;
 import org.junit.Rule;
@@ -70,4 +71,22 @@ public void checkLowerSnakeCaseShouldThrowIllegalArgumentExceptionWithFieldForIn
     String in = "Invalid_feature name";
     checkLowerSnakeCase(in, "feature");
   }
+
+  @Test
+  public void checkValidClassPathSuccess() {
+    checkValidClassPath("com.example.foo", "FeatureTable");
+    checkValidClassPath("com.example", "FeatureTable");
+  }
+
+  @Test
+  public void checkValidClassPathEmpty() {
+    exception.expect(IllegalArgumentException.class);
+    checkValidClassPath("", "FeatureTable");
+  }
+
+  @Test
+  public void checkValidClassPathDigits() {
+    exception.expect(IllegalArgumentException.class);
+    checkValidClassPath("123", "FeatureTable");
+  }
 }