diff --git a/.github/workflows/validate-pr-title.yaml b/.github/workflows/validate-pr-title.yaml
index b6e6fc808..c48383084 100644
--- a/.github/workflows/validate-pr-title.yaml
+++ b/.github/workflows/validate-pr-title.yaml
@@ -19,5 +19,6 @@ jobs:
             datasets
             docker
             telemetry
+          wip: true
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/kedro-datasets/tests/databricks/test_managed_table_dataset.py b/kedro-datasets/tests/databricks/test_managed_table_dataset.py
index 9aae08707..c4dfce067 100644
--- a/kedro-datasets/tests/databricks/test_managed_table_dataset.py
+++ b/kedro-datasets/tests/databricks/test_managed_table_dataset.py
@@ -187,7 +187,7 @@ def test_full_table(self):
         assert unity_ds._table.full_table_location() == "`default`.`test`"
 
         with pytest.raises(TypeError):
-            ManagedTableDataSet()  # pylint: disable=no-value-for-parameter
+            ManagedTableDataSet()
 
     def test_describe(self):
         unity_ds = ManagedTableDataSet(table="test")
diff --git a/kedro-datasets/tests/email/test_message_dataset.py b/kedro-datasets/tests/email/test_message_dataset.py
index 100daba52..f198322ed 100644
--- a/kedro-datasets/tests/email/test_message_dataset.py
+++ b/kedro-datasets/tests/email/test_message_dataset.py
@@ -198,7 +198,7 @@ def test_save_version_warning(
             versioned_message_data_set.save(dummy_msg)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             EmailMessageDataSet(
diff --git a/kedro-datasets/tests/geojson/test_geojson_dataset.py b/kedro-datasets/tests/geojson/test_geojson_dataset.py
index b5f3ec4cb..5ebdf52d6 100644
--- a/kedro-datasets/tests/geojson/test_geojson_dataset.py
+++ b/kedro-datasets/tests/geojson/test_geojson_dataset.py
@@ -204,7 +204,7 @@ def test_save_version_warning(
             versioned_geojson_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             GeoJSONDataSet(
diff --git a/kedro-datasets/tests/holoviews/test_holoviews_writer.py b/kedro-datasets/tests/holoviews/test_holoviews_writer.py
index f4f91383e..a991d5002 100644
--- a/kedro-datasets/tests/holoviews/test_holoviews_writer.py
+++ b/kedro-datasets/tests/holoviews/test_holoviews_writer.py
@@ -167,7 +167,7 @@ def test_save_version_warning(
             versioned_hv_writer.save(dummy_hv_object)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             HoloviewsWriter(
diff --git a/kedro-datasets/tests/json/test_json_dataset.py b/kedro-datasets/tests/json/test_json_dataset.py
index 621e51fcd..d3dbad5c4 100644
--- a/kedro-datasets/tests/json/test_json_dataset.py
+++ b/kedro-datasets/tests/json/test_json_dataset.py
@@ -172,7 +172,7 @@ def test_save_version_warning(
             versioned_json_data_set.save(dummy_data)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             JSONDataSet(
diff --git a/kedro-datasets/tests/libsvm/test_svmlight_dataset.py b/kedro-datasets/tests/libsvm/test_svmlight_dataset.py
index 8fff3edd2..10b2f8f9b 100644
--- a/kedro-datasets/tests/libsvm/test_svmlight_dataset.py
+++ b/kedro-datasets/tests/libsvm/test_svmlight_dataset.py
@@ -186,7 +186,7 @@ def test_save_version_warning(
             versioned_svm_data_set.save(dummy_data)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             SVMLightDataSet(
diff --git a/kedro-datasets/tests/matplotlib/test_matplotlib_writer.py b/kedro-datasets/tests/matplotlib/test_matplotlib_writer.py
index 4086e127e..ad2c6598e 100644
--- a/kedro-datasets/tests/matplotlib/test_matplotlib_writer.py
+++ b/kedro-datasets/tests/matplotlib/test_matplotlib_writer.py
@@ -316,7 +316,7 @@ def test_save_version_warning(
             versioned_plot_writer.save(mock_single_plot)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             MatplotlibWriter(
diff --git a/kedro-datasets/tests/pandas/test_csv_dataset.py b/kedro-datasets/tests/pandas/test_csv_dataset.py
index 5cc1ee36b..60694c6e0 100644
--- a/kedro-datasets/tests/pandas/test_csv_dataset.py
+++ b/kedro-datasets/tests/pandas/test_csv_dataset.py
@@ -361,7 +361,7 @@ def test_save_version_warning(
             versioned_csv_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             CSVDataSet(
diff --git a/kedro-datasets/tests/pandas/test_excel_dataset.py b/kedro-datasets/tests/pandas/test_excel_dataset.py
index 1080cc9b6..06f865dcb 100644
--- a/kedro-datasets/tests/pandas/test_excel_dataset.py
+++ b/kedro-datasets/tests/pandas/test_excel_dataset.py
@@ -296,7 +296,7 @@ def test_save_version_warning(
             versioned_excel_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             ExcelDataSet(
diff --git a/kedro-datasets/tests/pandas/test_feather_dataset.py b/kedro-datasets/tests/pandas/test_feather_dataset.py
index 80c1ce678..0743364cb 100644
--- a/kedro-datasets/tests/pandas/test_feather_dataset.py
+++ b/kedro-datasets/tests/pandas/test_feather_dataset.py
@@ -192,7 +192,7 @@ def test_save_version_warning(
             versioned_feather_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             FeatherDataSet(
diff --git a/kedro-datasets/tests/pandas/test_hdf_dataset.py b/kedro-datasets/tests/pandas/test_hdf_dataset.py
index 563ba63d9..67e5468ef 100644
--- a/kedro-datasets/tests/pandas/test_hdf_dataset.py
+++ b/kedro-datasets/tests/pandas/test_hdf_dataset.py
@@ -215,7 +215,7 @@ def test_save_version_warning(
             versioned_hdf_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             HDFDataSet(
diff --git a/kedro-datasets/tests/pandas/test_json_dataset.py b/kedro-datasets/tests/pandas/test_json_dataset.py
index df2e856d5..0879309b3 100644
--- a/kedro-datasets/tests/pandas/test_json_dataset.py
+++ b/kedro-datasets/tests/pandas/test_json_dataset.py
@@ -213,7 +213,7 @@ def test_save_version_warning(
             versioned_json_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             JSONDataSet(
diff --git a/kedro-datasets/tests/pandas/test_parquet_dataset.py b/kedro-datasets/tests/pandas/test_parquet_dataset.py
index 2d7ce2996..2a7779ec4 100644
--- a/kedro-datasets/tests/pandas/test_parquet_dataset.py
+++ b/kedro-datasets/tests/pandas/test_parquet_dataset.py
@@ -306,7 +306,7 @@ def test_save_version_warning(
             versioned_parquet_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             ParquetDataSet(
diff --git a/kedro-datasets/tests/pandas/test_xml_dataset.py b/kedro-datasets/tests/pandas/test_xml_dataset.py
index bd62ea586..81b173db0 100644
--- a/kedro-datasets/tests/pandas/test_xml_dataset.py
+++ b/kedro-datasets/tests/pandas/test_xml_dataset.py
@@ -213,7 +213,7 @@ def test_save_version_warning(
             versioned_xml_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             XMLDataSet(
diff --git a/kedro-datasets/tests/pickle/test_pickle_dataset.py b/kedro-datasets/tests/pickle/test_pickle_dataset.py
index fb95681a3..0a22ba6a6 100644
--- a/kedro-datasets/tests/pickle/test_pickle_dataset.py
+++ b/kedro-datasets/tests/pickle/test_pickle_dataset.py
@@ -236,7 +236,7 @@ def test_save_version_warning(
             versioned_pickle_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             PickleDataSet(
diff --git a/kedro-datasets/tests/pillow/test_image_dataset.py b/kedro-datasets/tests/pillow/test_image_dataset.py
index ea500b20d..76db3a085 100644
--- a/kedro-datasets/tests/pillow/test_image_dataset.py
+++ b/kedro-datasets/tests/pillow/test_image_dataset.py
@@ -203,7 +203,7 @@ def test_save_version_warning(
             versioned_image_dataset.save(image_object)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             ImageDataSet(
diff --git a/kedro-datasets/tests/polars/test_csv_dataset.py b/kedro-datasets/tests/polars/test_csv_dataset.py
index d79183539..59da8d95f 100644
--- a/kedro-datasets/tests/polars/test_csv_dataset.py
+++ b/kedro-datasets/tests/polars/test_csv_dataset.py
@@ -321,7 +321,7 @@ def test_save_version_warning(
             versioned_csv_data_set.save(dummy_dataframe)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             CSVDataSet(
diff --git a/kedro-datasets/tests/spark/test_memory_dataset.py b/kedro-datasets/tests/spark/test_memory_dataset.py
index e39bc4653..8dd469217 100644
--- a/kedro-datasets/tests/spark/test_memory_dataset.py
+++ b/kedro-datasets/tests/spark/test_memory_dataset.py
@@ -1,5 +1,5 @@
 import pytest
-from kedro.io import MemoryDataSet
+from kedro.io import MemoryDataset
 from pyspark.sql import DataFrame as SparkDataFrame
 from pyspark.sql import SparkSession
 from pyspark.sql.functions import col, when
@@ -31,7 +31,7 @@ def spark_data_frame(spark_session):
 
 @pytest.fixture
 def memory_dataset(spark_data_frame):
-    return MemoryDataSet(data=spark_data_frame)
+    return MemoryDataset(data=spark_data_frame)
 
 
 def test_load_modify_original_data(memory_dataset, spark_data_frame):
@@ -44,7 +44,7 @@ def test_load_modify_original_data(memory_dataset, spark_data_frame):
 def test_save_modify_original_data(spark_data_frame):
     """Check that the data set object is not updated when the original
     SparkDataFrame is changed."""
-    memory_dataset = MemoryDataSet()
+    memory_dataset = MemoryDataset()
     memory_dataset.save(spark_data_frame)
     spark_data_frame = _update_spark_df(spark_data_frame, 1, 1, "new value")
 
@@ -63,4 +63,4 @@ def test_load_returns_same_spark_object(memory_dataset, spark_data_frame):
 
 def test_str_representation(memory_dataset):
     """Test string representation of the data set"""
-    assert "MemoryDataSet(data=<DataFrame>)" in str(memory_dataset)
+    assert "MemoryDataset(data=<DataFrame>)" in str(memory_dataset)
diff --git a/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py b/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
index 774e0e2d9..1e6ef06d7 100644
--- a/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
+++ b/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
@@ -368,7 +368,7 @@ def test_save_version_warning(
             versioned_tf_model_dataset.save(dummy_tf_base_model)
 
     def test_http_filesystem_no_versioning(self, tensorflow_model_dataset):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             tensorflow_model_dataset(
diff --git a/kedro-datasets/tests/text/test_text_dataset.py b/kedro-datasets/tests/text/test_text_dataset.py
index 733cc6c1f..256634786 100644
--- a/kedro-datasets/tests/text/test_text_dataset.py
+++ b/kedro-datasets/tests/text/test_text_dataset.py
@@ -157,7 +157,7 @@ def test_save_version_warning(
             versioned_txt_data_set.save(STRING)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             TextDataSet(
diff --git a/kedro-datasets/tests/tracking/test_json_dataset.py b/kedro-datasets/tests/tracking/test_json_dataset.py
index 62172b1a4..9d20a46bc 100644
--- a/kedro-datasets/tests/tracking/test_json_dataset.py
+++ b/kedro-datasets/tests/tracking/test_json_dataset.py
@@ -177,7 +177,7 @@ def test_save_version_warning(
             explicit_versioned_json_dataset.save(dummy_data)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             JSONDataSet(
diff --git a/kedro-datasets/tests/tracking/test_metrics_dataset.py b/kedro-datasets/tests/tracking/test_metrics_dataset.py
index 2c1157de9..eed8ecbb6 100644
--- a/kedro-datasets/tests/tracking/test_metrics_dataset.py
+++ b/kedro-datasets/tests/tracking/test_metrics_dataset.py
@@ -186,7 +186,7 @@ def test_save_version_warning(
             explicit_versioned_metrics_dataset.save(dummy_data)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             MetricsDataSet(
diff --git a/kedro-datasets/tests/yaml/test_yaml_dataset.py b/kedro-datasets/tests/yaml/test_yaml_dataset.py
index 653606c17..1529ced13 100644
--- a/kedro-datasets/tests/yaml/test_yaml_dataset.py
+++ b/kedro-datasets/tests/yaml/test_yaml_dataset.py
@@ -182,7 +182,7 @@ def test_save_version_warning(
             versioned_yaml_data_set.save(dummy_data)
 
     def test_http_filesystem_no_versioning(self):
-        pattern = r"HTTP\(s\) DataSet doesn't support versioning\."
+        pattern = "Versioning is not supported for HTTP protocols."
 
         with pytest.raises(DataSetError, match=pattern):
             YAMLDataSet(