diff --git a/use_case_examples/cifar/cifar_brevitas_training/Makefile b/use_case_examples/cifar/cifar_brevitas_training/Makefile
index d222b84d0e..840146c7a1 100644
--- a/use_case_examples/cifar/cifar_brevitas_training/Makefile
+++ b/use_case_examples/cifar/cifar_brevitas_training/Makefile
@@ -2,7 +2,7 @@
 export LC_ALL=en_US.UTF-8
 export LANG=en_US.UTF-8
 
-EXAMPLE_NAME=cifar_brevitas_finetuning
+EXAMPLE_NAME=cifar_brevitas_training
 JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
 TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
 
diff --git a/use_case_examples/cifar/cifar_brevitas_with_model_splitting/Makefile b/use_case_examples/cifar/cifar_brevitas_with_model_splitting/Makefile
index 53d36d2e7d..e90c848b40 100644
--- a/use_case_examples/cifar/cifar_brevitas_with_model_splitting/Makefile
+++ b/use_case_examples/cifar/cifar_brevitas_with_model_splitting/Makefile
@@ -2,7 +2,7 @@
 export LC_ALL=en_US.UTF-8
 export LANG=en_US.UTF-8
 
-EXAMPLE_NAME=cifar_brevitas_finetuning
+EXAMPLE_NAME=cifar_brevitas_with_model_spitting
 JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
 TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
 
diff --git a/use_case_examples/credit_scoring/Makefile b/use_case_examples/credit_scoring/Makefile
new file mode 100644
index 0000000000..60bc03f90b
--- /dev/null
+++ b/use_case_examples/credit_scoring/Makefile
@@ -0,0 +1,12 @@
+# Useful for jupyter notebooks
+export LC_ALL=en_US.UTF-8
+export LANG=en_US.UTF-8
+
+EXAMPLE_NAME=credit_scoring
+JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
+TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
+
+run_example: one
+
+one:
+	@$(TIME_NB) CreditScoring.ipynb
diff --git a/use_case_examples/disease_prediction/Makefile b/use_case_examples/disease_prediction/Makefile
new file mode 100644
index 0000000000..5b8102b60a
--- /dev/null
+++ b/use_case_examples/disease_prediction/Makefile
@@ -0,0 +1,12 @@
+# Useful for jupyter notebooks
+export LC_ALL=en_US.UTF-8
+export LANG=en_US.UTF-8
+
+EXAMPLE_NAME=dicease_prediction
+JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
+TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
+
+run_example: one
+
+one:
+	@$(TIME_NB) HealthCarePrediction.ipynb
diff --git a/use_case_examples/sentiment_analysis_with_transformer/Makefile b/use_case_examples/sentiment_analysis_with_transformer/Makefile
index 3340332bc8..dde11d706e 100644
--- a/use_case_examples/sentiment_analysis_with_transformer/Makefile
+++ b/use_case_examples/sentiment_analysis_with_transformer/Makefile
@@ -2,7 +2,7 @@
 export LC_ALL=en_US.UTF-8
 export LANG=en_US.UTF-8
 
-EXAMPLE_NAME=cifar_brevitas_finetuning
+EXAMPLE_NAME=sentiment_analysis_with_transformers
 JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
 TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
 
diff --git a/use_case_examples/titanic/Makefile b/use_case_examples/titanic/Makefile
index 9753f08800..deb30d8606 100644
--- a/use_case_examples/titanic/Makefile
+++ b/use_case_examples/titanic/Makefile
@@ -2,10 +2,12 @@
 export LC_ALL=en_US.UTF-8
 export LANG=en_US.UTF-8
 
-EXAMPLE_NAME=cifar_brevitas_finetuning
+EXAMPLE_NAME=titanic
 JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
 TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
 
+bash download_data.sh
+
 run_example: one
 
 one: