diff --git a/Dockerfile b/Dockerfile
index ec13d791be0988f5e831e630600133a7ce37622f..190649c45577d1e2f9169d38266c7d9acc49716b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1 +1,28 @@
-FROM jupyter/base-notebook:hub-1.5.0
+FROM jupyter/scipy-notebook:hub-1.5.0
+
+# Install from APT repository
+USER root
+RUN apt-get update
+RUN apt-get install -y git
+
+# Install basics
+USER jovyan
+RUN pip3 install --upgrade pip
+
+# Install 'nice to have lab extensions'
+RUN pip install --upgrade jupyterlab
+RUN pip install jupyterlab-git==0.34.0
+RUN pip install jupyterlab-gitlab==3.0.0
+
+# Install for -> ewirtsch
+RUN pip install pandaSDMX==1.6.0
+RUN pip install plotly==5.4.0
+
+# Install for -> artifint
+RUN pip install python-constraint==1.4.0
+RUN pip install ortools==9.1.9490
+RUN pip install tensorflow==2.7.0
+RUN pip install keras==2.7.0
+
+# Install for -> windkanl
+RUN pip install paho-mqtt==1.6.1