diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..4dc73e9
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,11 @@
+FROM jupyter/tensorflow-notebook
+
+WORKDIR /app
+
+COPY requirements.txt ./
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY Data_download.ipynb ./
+
+CMD jupyter execute Data_download.ipynb
diff --git a/Jenkinsfile b/Jenkinsfile
index af6f8fe..badc617 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,5 +1,7 @@
 pipeline {
-  agent any
+  agent {
+      dockerfile true
+    }
   parameters {
     string(
         defaultValue: 'worldwidepaniel',
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..d987f6c
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,5 @@
+numpy==1.26.4
+kaggle==1.6.8
+pandas==2.2.1
+jupyterlab==4.1.5
+scikit-learn==1.4.0
diff --git a/stats/Jenkinsfile b/stats/Jenkinsfile
index 7394ed8..5f21020 100644
--- a/stats/Jenkinsfile
+++ b/stats/Jenkinsfile
@@ -1,5 +1,7 @@
 pipeline {
-  agent any
+  agent {
+      dockerfile { image 'jvncziii/ium:latest' }
+    }
   parameters {
       buildSelector(
         defaultSelector: lastSuccessful(),