diff --git a/data_migration_end_to_end.ipynb b/data_migration_end_to_end.ipynb
index f9f8075..608dee2 100644
--- a/data_migration_end_to_end.ipynb
+++ b/data_migration_end_to_end.ipynb
@@ -1,3 +1,9 @@
+!pip install sqlalchemy
+!pip install redshift-connector
+!pip install --upgrade sqlalchemy-redshift
+!pip install polars
+!pip install  timedelta
+
 import time
 import logging
 import traceback