diff --git a/doc.zih.tu-dresden.de/docs/software/data_analytics_with_python.md b/doc.zih.tu-dresden.de/docs/software/data_analytics_with_python.md
index 222a8ce0b5b173fb29f57a062e62ee21bdeaed3e..2d0708ea52d3fc2acfed38df01eea65e6efc56c0 100644
--- a/doc.zih.tu-dresden.de/docs/software/data_analytics_with_python.md
+++ b/doc.zih.tu-dresden.de/docs/software/data_analytics_with_python.md
@@ -159,4 +159,3 @@ print("%d of %d" % (comm.Get_rank(), comm.Get_size()))
 ```
 
 **TODO** verify mpi4py installation
-
diff --git a/doc.zih.tu-dresden.de/docs/software/distributed_training.md b/doc.zih.tu-dresden.de/docs/software/distributed_training.md
index ed5305532adf58cb5a5823901f9a35235ba5c9cb..1548afa1aef1dd3377490b4f6b757194f320bdea 100644
--- a/doc.zih.tu-dresden.de/docs/software/distributed_training.md
+++ b/doc.zih.tu-dresden.de/docs/software/distributed_training.md
@@ -6,7 +6,7 @@
 
 TODO
 
-### Distributed Pytorch
+### Distributed PyTorch
 
 Hint: just copied some old content as starting point