diff --git a/.github/workflows/kedro-datasets.yml b/.github/workflows/kedro-datasets.yml
index d5aae0282..6ff234aa9 100644
--- a/.github/workflows/kedro-datasets.yml
+++ b/.github/workflows/kedro-datasets.yml
@@ -22,7 +22,7 @@ jobs:
     strategy:
       matrix:
         os: [ ubuntu-latest, windows-latest ]
-        python-version: [ "3.10", "3.11", "3.12" ]
+        python-version: [ "3.13" ]
     uses: ./.github/workflows/unit-tests.yml
     with:
       plugin: kedro-datasets
diff --git a/kedro-datasets/RELEASE.md b/kedro-datasets/RELEASE.md
index b48bcce39..e69d43ad7 100755
--- a/kedro-datasets/RELEASE.md
+++ b/kedro-datasets/RELEASE.md
@@ -2,6 +2,7 @@
 
 ## Major features and improvements
 
+- Added support for Python 3.13
 - Supported passing `database` to `ibis.TableDataset` for load and save operations.
 - Added functionality to save pandas DataFrames directly to Snowflake, facilitating seamless `.csv` ingestion.
 - Added Python 3.9, 3.10 and 3.11 support for `snowflake.SnowflakeTableDataset`.
diff --git a/kedro-datasets/pyproject.toml b/kedro-datasets/pyproject.toml
index 91b938c19..84e6a6deb 100644
--- a/kedro-datasets/pyproject.toml
+++ b/kedro-datasets/pyproject.toml
@@ -98,7 +98,7 @@ pandas-jsondataset = ["kedro-datasets[pandas-base]"]
 pandas-parquetdataset = ["kedro-datasets[pandas-base]", "pyarrow>=6.0"]
 pandas-sqltabledataset = ["kedro-datasets[pandas-base]", "SQLAlchemy>=1.4, <3.0"]
 pandas-sqlquerydataset = ["kedro-datasets[pandas-base]", "SQLAlchemy>=1.4, <3.0", "pyodbc>=4.0"]
-pandas-xmldataset = ["kedro-datasets[pandas-base]", "lxml~=4.6"]
+pandas-xmldataset = ["kedro-datasets[pandas-base]", "lxml"]
 pandas = [
     """kedro-datasets[pandas-csvdataset,\
     pandas-deltatabledataset,\
@@ -115,7 +115,7 @@ pandas = [
     pandas-xmldataset]"""
 ]
 
-pickle-pickledataset = ["compress-pickle[lz4]~=2.1.0"]
+pickle-pickledataset = ["compress-pickle[lz4]>=2.1.0"]
 pickle = ["kedro-datasets[pickle-pickledataset]"]
 
 pillow-imagedataset = ["Pillow>=9.0"]
@@ -212,7 +212,7 @@ test = [
     "compress-pickle[lz4]~=2.1.0",
     "coverage>=7.2.0",
     "dask[complete]>=2021.10",
-    "delta-spark>=1.0, <3.0",
+    "delta-spark>=1.0, <4.0",
     "deltalake>=0.10.0",
     "dill~=0.3.1",
     "filelock>=3.4.0, <4.0",
@@ -227,7 +227,7 @@ test = [
     "joblib>=0.14",
     "jupyterlab>=3.0",
     "jupyter~=1.0",
-    "lxml~=4.6",
+    "lxml~=5.3",
     "matplotlib>=3.5, <4.0",
     "memory_profiler>=0.50.0, <1.0",
     "moto==5.0.0",
@@ -239,7 +239,8 @@ test = [
     "plotly>=4.8.0, <6.0",
     "polars[deltalake,xlsx2csv]>=1.0",
     "pyarrow>=1.0; python_version < '3.11'",
-    "pyarrow>=7.0; python_version >= '3.11'",  # Adding to avoid numpy build errors
+    "pyarrow>=7.0; python_version >= '3.11' and python_version < '3.13'",  # Adding to avoid numpy build errors
+    "pyarrow>=18.0; python_version >= '3.13'",
     "pyodbc~=5.0",
     "pyspark>=3.0; python_version < '3.11'",
     "pyspark>=3.4; python_version >= '3.11'",
@@ -258,8 +259,8 @@ test = [
     "pyOpenSSL>=22.1.0",  # Workaround for incorrect pin in the snowflake-connector-python package; see https://github.com/snowflakedb/snowflake-connector-python/issues/2109
     "SQLAlchemy>=1.2",
     "tables>=3.6",
-    "tensorflow-macos~=2.0; platform_system == 'Darwin' and platform_machine == 'arm64'",
-    "tensorflow~=2.0; platform_system != 'Darwin' or platform_machine != 'arm64'",
+    "tensorflow-macos~=2.12; platform_system == 'Darwin' and platform_machine == 'arm64' and python_version < '3.13'",
+    "tensorflow~=2.12; (platform_system != 'Darwin' or platform_machine != 'arm64') and python_version < '3.13'",
     "triad>=0.6.7, <1.0",
     "xarray>=2023.1.0",
     "xlsxwriter~=1.0",
@@ -274,7 +275,7 @@ lint = [
     "bandit>=1.6.2, <2.0",
     "blacken-docs==1.9.2",
     "black~=22.0",
-    "import-linter[toml]==1.2.6",
+    "import-linter[toml]>=1.2.6",
     "mypy~=1.0",
     "pre-commit>=2.9.2",
     "ruff~=0.0.290",
diff --git a/kedro-datasets/tests/biosequence/test_biosequence_dataset.py b/kedro-datasets/tests/biosequence/test_biosequence_dataset.py
index b5c35bd8f..802578296 100644
--- a/kedro-datasets/tests/biosequence/test_biosequence_dataset.py
+++ b/kedro-datasets/tests/biosequence/test_biosequence_dataset.py
@@ -1,6 +1,5 @@
 from io import StringIO
 from pathlib import PurePosixPath
-
 import pytest
 from Bio import SeqIO
 from fsspec.implementations.http import HTTPFileSystem
diff --git a/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py b/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
index 8855dc4f3..f48a67086 100644
--- a/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
+++ b/kedro-datasets/tests/tensorflow/test_tensorflow_model_dataset.py
@@ -15,6 +15,9 @@
         allow_module_level=True,
     )
 
+if sys.version.minor >= 13:
+    pytest.skip("Tensorflow is not available in Python 3.13 yet")
+
 
 # In this test module, we wrap tensorflow and TensorFlowModelDataset imports into a module-scoped
 # fixtures to avoid them being evaluated immediately when a new test process is spawned.