diff --git a/.github/workflows/ghcr_house_price_prediction.yml b/.github/workflows/ghcr_house_price_prediction.yml
new file mode 100644
index 0000000000..b809003b6f
--- /dev/null
+++ b/.github/workflows/ghcr_house_price_prediction.yml
@@ -0,0 +1,33 @@
+name: Build and Push House Price Prediction example Docker Images
+
+on:
+  pull_request:
+  create:
+    tags:
+      - v*
+
+jobs:
+  push-github:
+    name: Push House Price Prediction example to GHCR
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: cookbook
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: "0"
+      - name: Push Docker Image to Github Registry
+        uses: whoan/docker-build-with-cache-action@v5
+        with:
+          # https://docs.github.com/en/packages/learn-github-packages/publishing-a-package
+          username: "${{ secrets.FLYTE_BOT_USERNAME }}"
+          password: "${{ secrets.FLYTE_BOT_PAT }}"
+          image_name: ${{ github.repository_owner }}/flytecookbook
+          image_tag: house_price_prediction-latest,house_price_prediction-${{ github.sha }},house_price_prediction-${{ github.event.ref }}
+          push_git_tag: ${{ github.event_name != 'pull_request' }}
+          push_image_and_stages: ${{ github.event_name != 'pull_request' }}
+          registry: ghcr.io
+          build_extra_args: "--compress=true --build-arg=tag=ghcr.io/${{ github.repository_owner }}/flytecookbook:house_price_prediction-${{ github.sha }}"
+          context: ./cookbook/case_studies/ml_training/
+          dockerfile: house_price_prediction/Dockerfile
diff --git a/cookbook/case_studies/ml_training/house_price_prediction/Dockerfile b/cookbook/case_studies/ml_training/house_price_prediction/Dockerfile
index 3f067ce768..aa6ab94148 100644
--- a/cookbook/case_studies/ml_training/house_price_prediction/Dockerfile
+++ b/cookbook/case_studies/ml_training/house_price_prediction/Dockerfile
@@ -26,15 +26,15 @@ RUN python3.8 -m venv ${VENV}
 RUN ${VENV}/bin/pip install wheel
 
 # Install Python dependencies
-COPY ml_training/house_price_prediction/requirements.txt /root
+COPY house_price_prediction/requirements.txt /root
 RUN ${VENV}/bin/pip install -r /root/requirements.txt
 
 # Copy the makefile targets to expose on the container. This makes it easier to register.
 COPY in_container.mk /root/Makefile
-COPY ml_training/house_price_prediction/sandbox.config /root
+COPY house_price_prediction/sandbox.config /root
 
 # Copy the actual code
-COPY ml_training/house_price_prediction/ /root/house_price_prediction/
+COPY house_price_prediction/ /root/house_price_prediction/
 
 # Copy over the helper script that the SDK relies on
 RUN cp ${VENV}/bin/flytekit_venv /usr/local/bin/