diff --git a/r-session-complete/Dockerfile.ubuntu2204 b/r-session-complete/Dockerfile.ubuntu2204
index 46784c18..f16c595c 100644
--- a/r-session-complete/Dockerfile.ubuntu2204
+++ b/r-session-complete/Dockerfile.ubuntu2204
@@ -49,9 +49,10 @@ RUN /opt/python/"${PYTHON_VERSION}"/bin/python -m venv /opt/python/jupyter \
       notebook \
       pwb_jupyterlab~=1.0 \
     && ln -s /opt/python/jupyter/bin/jupyter /usr/local/bin/jupyter \
-    && /opt/python/jupyter/bin/python -m pip install ipykernel \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
     && /opt/python/jupyter/bin/python -m pip cache purge
 
 ENV PATH="/opt/python/jupyter/bin:${PATH}"
diff --git a/workbench-for-google-cloud-workstations/Dockerfile.ubuntu2204 b/workbench-for-google-cloud-workstations/Dockerfile.ubuntu2204
index e0c638b9..1cea9f81 100644
--- a/workbench-for-google-cloud-workstations/Dockerfile.ubuntu2204
+++ b/workbench-for-google-cloud-workstations/Dockerfile.ubuntu2204
@@ -123,9 +123,10 @@ RUN /opt/python/"${PYTHON_VERSION_JUPYTER}"/bin/python -m venv /opt/python/jupyt
       notebook \
       pwb_jupyterlab~=1.0 \
     && ln -s /opt/python/jupyter/bin/jupyter /usr/local/bin/jupyter \
-    && /opt/python/jupyter/bin/python -m pip install ipykernel \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
     && /opt/python/jupyter/bin/python3 -m pip cache purge
 
 ADD --chmod=755 https://raw.githubusercontent.com/rstudio/wait-for-it/master/wait-for-it.sh /usr/local/bin/wait-for-it.sh
diff --git a/workbench-for-microsoft-azure-ml/Dockerfile.ubuntu2204 b/workbench-for-microsoft-azure-ml/Dockerfile.ubuntu2204
index abde1303..c13954a3 100644
--- a/workbench-for-microsoft-azure-ml/Dockerfile.ubuntu2204
+++ b/workbench-for-microsoft-azure-ml/Dockerfile.ubuntu2204
@@ -93,9 +93,10 @@ RUN /opt/python/"${PYTHON_VERSION_JUPYTER}"/bin/python -m venv /opt/python/jupyt
       notebook \
       pwb_jupyterlab~=1.0 \
     && ln -s /opt/python/jupyter/bin/jupyter /usr/local/bin/jupyter \
-    && /opt/python/jupyter/bin/python -m pip install ipykernel \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
     && /opt/python/jupyter/bin/python3 -m pip cache purge
 
 ### Install basic data science packages for Python and R ###
diff --git a/workbench/Dockerfile.ubuntu2204 b/workbench/Dockerfile.ubuntu2204
index 8a9c447b..ba25914a 100644
--- a/workbench/Dockerfile.ubuntu2204
+++ b/workbench/Dockerfile.ubuntu2204
@@ -85,9 +85,10 @@ RUN /opt/python/"${PYTHON_VERSION_JUPYTER}"/bin/python -m venv /opt/python/jupyt
       notebook \
       pwb_jupyterlab~=1.0 \
     && ln -s /opt/python/jupyter/bin/jupyter /usr/local/bin/jupyter \
-    && /opt/python/jupyter/bin/python -m pip install ipykernel \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
-    && /opt/python/jupyter/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m pip install ipykernel \
+    && /opt/python/${PYTHON_VERSION}/bin/python -m ipykernel install --name py${PYTHON_VERSION} --display-name "Python ${PYTHON_VERSION}" \
+    && /opt/python/${PYTHON_VERSION_ALT}/bin/python -m ipykernel install --name py${PYTHON_VERSION_ALT} --display-name "Python ${PYTHON_VERSION_ALT}" \
     && /opt/python/jupyter/bin/python -m pip cache purge
 
 RUN curl -fsSL -o /usr/local/bin/wait-for-it.sh https://raw.githubusercontent.com/rstudio/wait-for-it/master/wait-for-it.sh && \