diff --git a/.github/workflows/merge.yml b/.github/workflows/merge.yml
index 5f093f5..d3c5e61 100644
--- a/.github/workflows/merge.yml
+++ b/.github/workflows/merge.yml
@@ -27,6 +27,7 @@ jobs:
           - {dir: ottr_jupyter,   name: 'jhudsl/ottr_jupyter'}
           - {dir: ottr_itn_workshop, name: 'jhudsl/ottr_itn_workshop'}
           - {dir: ottr_metrics, name: 'jhudsl/ottr_metrics'}
+          - {dir: ottr_ml, name: 'jhudsl/ottr_ml'}
 # NEW IMAGES HERE: #
 #######   - {dir: directory_path,   name: 'name its called on dockerhub'}
     steps:
diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
index a13516c..11197bf 100644
--- a/.github/workflows/pull_request.yml
+++ b/.github/workflows/pull_request.yml
@@ -24,6 +24,7 @@ jobs:
           - {dir: ottr_jupyter,   name: 'jhudsl/ottr_jupyter'}
           - {dir: ottr_itn_workshop, name: 'jhudsl/ottr_itn_workshop'}
           - {dir: ottr_metrics, name: 'jhudsl/ottr_metrics'}
+          - {dir: ottr_ml, name: 'jhudsl/ottr_ml'}
 # NEW IMAGES HERE: #
 #######   - {dir: directory_path,   name: 'name its called on dockerhub'}
     steps:
diff --git a/ottr_ml/Dockerfile b/ottr_ml/Dockerfile
new file mode 100644
index 0000000..617d373
--- /dev/null
+++ b/ottr_ml/Dockerfile
@@ -0,0 +1,6 @@
+FROM jhudsl/ottr_jupyter:main
+LABEL maintainer="cansav09@gmail.com"
+
+# Install machine learning packages
+RUN pip3 install \
+  scikit-learn==1.7.2 formulaic==1.2.1 statsmodels==0.14.6