diff --git a/use_case_examples/titanic/Makefile b/use_case_examples/titanic/Makefile
index 51224b012c..71556d2578 100644
--- a/use_case_examples/titanic/Makefile
+++ b/use_case_examples/titanic/Makefile
@@ -9,5 +9,4 @@ TIME_NB="${USE_CASE_DIR}/time_notebook_execution.sh"
 run_example: one
 
 one:
-	@bash download_data.sh
 	@$(TIME_NB) KaggleTitanic.ipynb
diff --git a/use_case_examples/titanic/download_data.sh b/use_case_examples/titanic/download_data.sh
deleted file mode 100755
index abbd4ce876..0000000000
--- a/use_case_examples/titanic/download_data.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-# You need to have a valid ~/.kaggle/kaggle.json, that you can generate from "Create new API token"
-# on your account page in kaggle.com
-rm -rf local_datasets
-mkdir local_datasets
-cd local_datasets
-
-kaggle competitions download -c titanic
-
-unzip titanic.zip -d titanic