diff --git a/course_material/slides/fahad_DL_on_SCs_November_2019.pdf b/course_material/slides/fahad_DL_on_SCs_November_2019.pdf
index b442b30fecd1bc023d919633103327f270c365da..b7f4ecd36f3ef1e0596fb2f6678f902a6bf11838 100644
Binary files a/course_material/slides/fahad_DL_on_SCs_November_2019.pdf and b/course_material/slides/fahad_DL_on_SCs_November_2019.pdf differ
diff --git a/horovod_data_distributed/README.md b/horovod_data_distributed/README.md
index 612d11a63175ab2ff704160603a5d5751baaadb5..3a13e2b83b5b749240563b152bf70598e62c6335 100644
--- a/horovod_data_distributed/README.md
+++ b/horovod_data_distributed/README.md
@@ -4,8 +4,8 @@ Please see the main docstring in each program for details.
 
 # Notes
 
-On JURECA and JUWELS, the `mnist_data_distributed.py` program requires the [`hpc4ns.distribution`](
-https://gitlab.version.fz-juelich.de/hpc4ns/hpc4ns_utils#1-hpc4nsdistribution)
+On JURECA and JUWELS, the `mnist_data_distributed.py` program requires the [`hpc4neuro.distribution`](
+https://gitlab.version.fz-juelich.de/hpc4ns/hpc4neuro#1-hpc4neurodistribution)
 module for distribution of training data filenames across multiple ranks. On JURON, multiple additional
 package are required. Please follow the steps below to setup the environment before submitting the
 training job.
@@ -17,9 +17,9 @@ are eight training files.
 
 1.  Change to the source directory for this sample, i.e., to `dl_on_supercomputers/horovod_data_distributed` 
 2.  Load the system-wide Python module: `module load Python/3.6.8`    
-3.  Install the `hpc4ns` package: 
+3.  Install the `hpc4neuro` package: 
 
-    `pip install --user git+https://gitlab.version.fz-juelich.de/hpc4ns/hpc4ns_utils.git`
+    `pip install --user git+https://gitlab.version.fz-juelich.de/hpc4ns/hpc4neuro.git`
 
 4.  Submit the job
 
diff --git a/horovod_data_distributed/mnist_data_distributed.py b/horovod_data_distributed/mnist_data_distributed.py
index 2faa3c95d36a5954310cbce1679e1ee98954ad94..d4c68c19174058a41d0198b322a0f4035ef22419 100644
--- a/horovod_data_distributed/mnist_data_distributed.py
+++ b/horovod_data_distributed/mnist_data_distributed.py
@@ -22,8 +22,8 @@ import tensorflow as tf
 import horovod.tensorflow.keras as hvd
 from tensorflow.python.keras import backend as K
 
-from hpc4ns.errors import MpiInitError
-from hpc4ns.distribution import DataDistributor
+from hpc4neuro.errors import MpiInitError
+from hpc4neuro.distribution import DataDistributor
 
 sys.path.insert(0, '../utils')
 from data_utils import DataValidator
@@ -93,7 +93,7 @@ def initialize_hvd_and_mpi():
     are no conflicts between Horovod and mpi4py communicator
     initialization.
 
-    :exception: hpc4ns.errors.MpiInitError is raised in the case
+    :exception: hpc4neuro.errors.MpiInitError is raised in the case
                 of initialization failure.
     """
 
diff --git a/horovod_data_distributed/setup_juron.sh b/horovod_data_distributed/setup_juron.sh
index 13d0b8681e94dc7d2de40bc935a133858ef06316..7fa1a24a7361187b627c6a0d64dc57c113b843f4 100755
--- a/horovod_data_distributed/setup_juron.sh
+++ b/horovod_data_distributed/setup_juron.sh
@@ -4,10 +4,10 @@
 module load python/3.6.1
 
 # Create a virtual environment
-python -m venv venv_dl_hpc4ns
+python -m venv venv_dl_hpc4neuro
 
 # Activate the virtual environment
-source venv_dl_hpc4ns/bin/activate
+source venv_dl_hpc4neuro/bin/activate
 
 # Upgrade pip and setuptools
 pip install -U pip setuptools
@@ -18,7 +18,7 @@ env MPICC=/gpfs/software/opt/openmpi/3.1.2-gcc_5.4.0-cuda_10.0.130/bin/mpicc pip
 # Install six
 pip install six
 
-# Install hpc4ns
-pip install git+https://gitlab.version.fz-juelich.de/hpc4ns/hpc4ns_utils.git
+# Install hpc4neuro
+pip install git+https://gitlab.version.fz-juelich.de/hpc4ns/hpc4neuro.git
 
 printf "%s\n\n" "Setup complete."
diff --git a/horovod_data_distributed/submit_job_juron.sh b/horovod_data_distributed/submit_job_juron.sh
index 9ad3e50a5e61cbc07d4c2ec7cf4b08add1135cde..a71bc471dc2f56c06096cd2eb5897e86dfded09f 100755
--- a/horovod_data_distributed/submit_job_juron.sh
+++ b/horovod_data_distributed/submit_job_juron.sh
@@ -15,7 +15,7 @@ module load tensorflow/1.12.0-gcc_5.4.0-cuda_10.0.130
 module load horovod/0.15.2
 
 # Activate the virtual environment
-source venv_dl_hpc4ns/bin/activate
+source venv_dl_hpc4neuro/bin/activate
 
 # Run the program
 mpirun -bind-to none \