diff --git a/containers/python-examples/NLTK/docker-compose.yml b/containers/python-examples/NLTK/docker-compose.yml
index e7a55db46e7..f6286729201 100644
--- a/containers/python-examples/NLTK/docker-compose.yml
+++ b/containers/python-examples/NLTK/docker-compose.yml
@@ -1,8 +1,8 @@
 version: "3.4"
 
 services:
-  grpc-api:
-    image: ghcr.io/deephaven/nltk-base:${VERSION:-latest}
+  server:
+    image: ghcr.io/deephaven/server-nltk:${VERSION:-latest}
     expose:
       - '8080'
     volumes:
diff --git a/containers/python-examples/PyTorch/docker-compose.yml b/containers/python-examples/PyTorch/docker-compose.yml
index f40c74c11f0..82181f436a5 100644
--- a/containers/python-examples/PyTorch/docker-compose.yml
+++ b/containers/python-examples/PyTorch/docker-compose.yml
@@ -1,8 +1,8 @@
 version: "3.4"
 
 services:
-  grpc-api:
-    image: ghcr.io/deephaven/pytorch-base:${VERSION:-latest}
+  server:
+    image: ghcr.io/deephaven/server-pytorch:${VERSION:-latest}
     expose:
       - '8080'
     volumes:
diff --git a/containers/python-examples/SciKit-Learn/docker-compose.yml b/containers/python-examples/SciKit-Learn/docker-compose.yml
index 610e2f12cb3..80dc2f211ab 100644
--- a/containers/python-examples/SciKit-Learn/docker-compose.yml
+++ b/containers/python-examples/SciKit-Learn/docker-compose.yml
@@ -1,8 +1,8 @@
 version: "3.4"
 
 services:
-  grpc-api:
-    image: ghcr.io/deephaven/sklearn-base:${VERSION:-latest}
+  server:
+    image: ghcr.io/deephaven/server-sklearn:${VERSION:-latest}
     expose:
       - '8080'
     volumes:
diff --git a/containers/python-examples/TensorFlow/docker-compose.yml b/containers/python-examples/TensorFlow/docker-compose.yml
index 7defd86ba54..d686a7ca696 100644
--- a/containers/python-examples/TensorFlow/docker-compose.yml
+++ b/containers/python-examples/TensorFlow/docker-compose.yml
@@ -1,8 +1,8 @@
 version: "3.4"
 
 services:
-  grpc-api:
-    image: ghcr.io/deephaven/tensorflow-base:${VERSION:-latest}
+  server:
+    image: ghcr.io/deephaven/server-tensorflow:${VERSION:-latest}
     expose:
       - '8080'
     volumes: