diff --git a/use_case_examples/deployment/breast_cancer_builtin/Makefile b/use_case_examples/deployment/breast_cancer_builtin/Makefile
deleted file mode 100644
index 4a22f850f0..0000000000
--- a/use_case_examples/deployment/breast_cancer_builtin/Makefile
+++ /dev/null
@@ -1,17 +0,0 @@
-# Useful for jupyter notebooks
-export LC_ALL=en_US.UTF-8
-export LANG=en_US.UTF-8
-
-EXAMPLE_NAME=cifar_brevitas_finetuning
-JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
-
-run_example: three
-
-one:
-	@./train_with_docker.sh
-
-two: one
-	@python -m concrete.ml.deployment.deploy_to_docker --only-build
-
-three: two
-	@python build_docker_client_image.py
diff --git a/use_case_examples/deployment/cifar_8_bit/Makefile b/use_case_examples/deployment/cifar_8_bit/Makefile
deleted file mode 100644
index 5043905b0f..0000000000
--- a/use_case_examples/deployment/cifar_8_bit/Makefile
+++ /dev/null
@@ -1,17 +0,0 @@
-# Useful for jupyter notebooks
-export LC_ALL=en_US.UTF-8
-export LANG=en_US.UTF-8
-
-EXAMPLE_NAME=cifar_brevitas_finetuning
-JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
-
-run_example: three
-
-one:
-	@python compile_with_docker.py
-
-two: one
-	@python -m concrete.ml.deployment.deploy_to_docker --only-build
-
-three: two
-	@python build_docker_client_image.py
diff --git a/use_case_examples/deployment/sentiment_analysis/Makefile b/use_case_examples/deployment/sentiment_analysis/Makefile
deleted file mode 100644
index 4a22f850f0..0000000000
--- a/use_case_examples/deployment/sentiment_analysis/Makefile
+++ /dev/null
@@ -1,17 +0,0 @@
-# Useful for jupyter notebooks
-export LC_ALL=en_US.UTF-8
-export LANG=en_US.UTF-8
-
-EXAMPLE_NAME=cifar_brevitas_finetuning
-JUPYTER_RUN=jupyter nbconvert --to notebook --inplace --execute
-
-run_example: three
-
-one:
-	@./train_with_docker.sh
-
-two: one
-	@python -m concrete.ml.deployment.deploy_to_docker --only-build
-
-three: two
-	@python build_docker_client_image.py