diff --git a/doc.zih.tu-dresden.de/docs/software/distributed_training.md b/doc.zih.tu-dresden.de/docs/software/distributed_training.md
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/doc.zih.tu-dresden.de/docs/software/hyperparameter_optimization.md b/doc.zih.tu-dresden.de/docs/software/hyperparameter_optimization.md
new file mode 100644
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diff --git a/doc.zih.tu-dresden.de/docs/software/rstudio.md b/doc.zih.tu-dresden.de/docs/software/rstudio.md
new file mode 100644
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diff --git a/doc.zih.tu-dresden.de/docs/software/tensorboard.md b/doc.zih.tu-dresden.de/docs/software/tensorboard.md
new file mode 100644
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diff --git a/doc.zih.tu-dresden.de/mkdocs.yml b/doc.zih.tu-dresden.de/mkdocs.yml
index 1693a2cd8e66cef469700821ed39101a90df183f..fc991dc016fc50b569959cf5afaf74e24c2d45bf 100644
--- a/doc.zih.tu-dresden.de/mkdocs.yml
+++ b/doc.zih.tu-dresden.de/mkdocs.yml
@@ -39,20 +39,21 @@ nav:
       - Nanoscale Simulations: software/nanoscale_simulations.md
       - FEM Software: software/fem_software.md
     - Visualization: software/visualization.md
-    - HPC-DA:
+    - Machine Learning:
       - Get started with HPC-DA: software/get_started_with_hpcda.md
       - Machine Learning: software/machine_learning.md
       - Deep Learning: software/deep_learning.md
-      - Data Analytics with R: software/data_analytics_with_r.md
-      - Data Analytics with Python: software/python.md
       - TensorFlow: 
         - TensorFlow Overview: software/tensorflow.md
         - TensorFlow in Container: software/tensorflow_container_on_hpcda.md
         - TensorFlow in JupyterHub: software/tensorflow_on_jupyter_notebook.md 
       - Keras: software/keras.md
+      - PyTorch: software/py_torch.md
+    - Data Analytics:
+      - Data Analytics with R: software/data_analytics_with_r.md
+      - Data Analytics with Python: software/python.md
       - Dask: software/dask.md
       - Power AI: software/power_ai.md
-      - PyTorch: software/pytorch.md
       - Apache Spark, Apache Flink, Apache Hadoop: software/big_data_frameworks.md
     - SCS5 Migration Hints: software/scs5_software.md
     - Virtual Machines: software/virtual_machines.md