diff --git a/solutions/finding_maximum_minimum.py b/solutions/finding_maximum_minimum.py
new file mode 100644
index 000000000..3d0673bfc
--- /dev/null
+++ b/solutions/finding_maximum_minimum.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+# -- coding: utf-8 --
+
+"""
+This module contains the implementation of the `find_maximum_minimum` function.
+The `find_maximum_minimum` function finds the maximum and minimum values from a list of numbers.
+
+The function returns a tuple where the first element is the maximum value
+and the second element is the minimum value from the list of numbers.
+
+Edge cases such as an empty list or invalid inputs are handled appropriately.
+
+@author: Yonatan Y. Yifat
+"""
+
+from typing import List, Tuple
+
+
+def find_maximum_minimum(numbers: List[float]) -> Tuple[float, float]:
+    """
+    Function to find the maximum and minimum from a list of numbers.
+
+    Args:
+        numbers (List[float]): A list of numerical values (integers or floats).
+
+    Returns:
+        Tuple[float, float]: A tuple containing the minimum and maximum values in the list.
+
+    Raises:
+        ValueError: If the list is empty or if the list contains non-numeric elements.
+
+    Examples:
+        >>> find_maximum_minimum([5, 10, 15, 20])
+        (5, 20)
+        >>> find_maximum_minimum([-5, -10, -15, -20])
+        (-20, -5)
+        >>> find_maximum_minimum([1.5, 2.5, 3.5, 4.5])
+        (1.5, 4.5)
+    """
+    if not numbers:
+        raise ValueError("The list is empty, cannot determine maximum and minimum.")
+    if not all(isinstance(x, (int, float)) for x in numbers):
+        raise ValueError(
+            "The list must contain only numeric values (integers or floats)."
+        )
+    return min(numbers), max(numbers)
diff --git a/solutions/tests/test_finding_maximum_minimum.py b/solutions/tests/test_finding_maximum_minimum.py
new file mode 100644
index 000000000..0d698c20e
--- /dev/null
+++ b/solutions/tests/test_finding_maximum_minimum.py
@@ -0,0 +1,74 @@
+#!/usr/bin/env python3
+# -- coding: utf-8 --
+
+"""
+This module contains unit tests for the `find_maximum_minimum` function.
+The `find_maximum_minimum` function is tested for various scenarios including
+standard cases, edge cases such as an empty list, and invalid inputs.
+
+These tests help ensure that the function behaves correctly and handles edge cases.
+
+@author: Yonatan Y. Yifat
+"""
+
+import unittest
+
+from solutions.finding_maximum_minimum import find_maximum_minimum
+
+
+class TestFindingMaximumMinimum(unittest.TestCase):
+    """Test suite for the find_maximum_minimum function."""
+
+    def test_positive_numbers(self):
+        """Test with a list of positive numbers."""
+        numbers = [5, 10, 15, 20]
+        self.assertEqual(find_maximum_minimum(numbers), (5, 20))
+
+    def test_negative_numbers(self):
+        """Test with a list of negative numbers."""
+        numbers = [-5, -10, -15, -20]
+        self.assertEqual(find_maximum_minimum(numbers), (-20, -5))
+
+    def test_mixed_numbers(self):
+        """Test with a list of mixed positive and negative numbers."""
+        numbers = [-5, 10, 15, -20]
+        self.assertEqual(find_maximum_minimum(numbers), (-20, 15))
+
+    def test_single_number(self):
+        """Test with a list containing a single number."""
+        numbers = [7]
+        self.assertEqual(find_maximum_minimum(numbers), (7, 7))
+
+    def test_identical_numbers(self):
+        """Test with a list of identical numbers."""
+        numbers = [10, 10, 10]
+        self.assertEqual(find_maximum_minimum(numbers), (10, 10))
+
+    def test_floats(self):
+        """Test with a list containing float numbers."""
+        numbers = [1.5, 2.5, 3.5, 4.5]
+        self.assertEqual(find_maximum_minimum(numbers), (1.5, 4.5))
+
+    def test_empty_list(self):
+        """Test with an empty list, should raise ValueError."""
+        with self.assertRaises(ValueError):
+            find_maximum_minimum([])
+
+    def test_non_numeric_elements(self):
+        """Test with a list containing non-numeric elements, should raise ValueError."""
+        with self.assertRaises(ValueError):
+            find_maximum_minimum([1, "a", 3])
+
+    def test_invalid_input_type(self):
+        """Test with a non-list input, should raise ValueError."""
+        with self.assertRaises(ValueError):
+            find_maximum_minimum(None)
+
+    def test_strings_in_list(self):
+        """Test with a list of strings, should raise ValueError."""
+        with self.assertRaises(ValueError):
+            find_maximum_minimum(["a", "b", "c"])
+
+
+if __name__ == "__main__":
+    unittest.main()