diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..cc8a02a
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,15 @@
+FROM ubuntu:latest AS prebuild
+ARG repository_url=https://github.com/Panchos39/Machine-Learning-Introduction.git
+RUN apt-get update > /dev/null \ 
+    && apt-get install -y curl unrar git
+WORKDIR /downloads
+COPY download_data.sh .
+RUN ./download_data.sh
+RUN git clone $repository_url ML/ \
+    && unrar e data.rar ML/data/
+
+FROM jupyter/minimal-notebook:latest
+USER $NB_UID
+RUN conda install --quiet --yes numpy pandas
+WORKDIR /home/$NB_USER
+COPY --from=prebuild /downloads/ML ./ML
diff --git a/docker/README.md b/docker/README.md
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--- /dev/null
+++ b/docker/README.md
@@ -0,0 +1,17 @@
+## Minimal Docker configuration
+
+Prebuild:
+
+Install Docker (Docker Desktop)
+
+Build:
+
+```console
+  ./build.sh
+```
+
+Run:
+
+```console
+  ./run.sh
+```
diff --git a/docker/build.sh b/docker/build.sh
new file mode 100755
index 0000000..8e10b8a
--- /dev/null
+++ b/docker/build.sh
@@ -0,0 +1,3 @@
+#!/bin/sh
+
+docker build -t jupyter-notebook:1.0 .
diff --git a/docker/download_data.sh b/docker/download_data.sh
new file mode 100755
index 0000000..f19a2d7
--- /dev/null
+++ b/docker/download_data.sh
@@ -0,0 +1,6 @@
+#!/bin/sh
+
+file_id="1Wkxfuw2zIfa4yPgVXXtrq4TCURBRu3yG"
+filename="data.rar"
+curl -c ./cookie -s -L "https://drive.google.com/uc?export=download&id=${file_id}" > /dev/null
+curl -Lb ./cookie "https://drive.google.com/uc?export=download&confirm=`awk '/download/ {print $NF}' ./cookie`&id=${file_id}" -o ${filename}
\ No newline at end of file
diff --git a/docker/run.sh b/docker/run.sh
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index 0000000..4bbaf4b
--- /dev/null
+++ b/docker/run.sh
@@ -0,0 +1,3 @@
+#!/bin/sh
+
+docker run -p 8888:8888 jupyter-notebook:1.0
\ No newline at end of file