diff --git a/README.md b/README.md
index 307f9c68..6d58a9e6 100644
--- a/README.md
+++ b/README.md
@@ -106,6 +106,14 @@ These instructions have been tested on:
 - Ubuntu 18.04
 - Windows 10
 
+## Running the course on Docker
+
+Run this command from terminal in course directory and copy Jupyter notebook url to browser after installation.
+
+```
+docker-compose up
+```
+
 ## Running the course on Google Colaboratory with free GPU support
 
 Google offers a free platform to run Jupyter notebooks called Google Colaboratory. You need a Gmail or Google Apps email address to use it.
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 00000000..7e9b81ae
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,10 @@
+version: '2'
+
+services:
+  zero_to_deep_learning:
+    build:
+      context: .
+      dockerfile: dockerfile
+
+    ports:
+      - 8888:8888
\ No newline at end of file
diff --git a/dockerfile b/dockerfile
new file mode 100644
index 00000000..c22bb665
--- /dev/null
+++ b/dockerfile
@@ -0,0 +1,14 @@
+FROM continuumio/miniconda3:latest
+
+ENTRYPOINT ["/bin/bash", "-c" ]
+
+RUN groupadd -r course -g 1000 && useradd -u 1000 -r -g course -m -d /course -s /sbin/nologin -c "Course user" course && \
+    chmod 755 /course
+
+RUN git clone https://github.com/Dataweekends/zero_to_deep_learning_udemy /course/zero_to_deep_learning_udemy
+WORKDIR /course/zero_to_deep_learning_udemy
+RUN conda env create
+RUN chown -R course:course .
+
+USER course
+CMD ["source activate ztdl && jupyter notebook --ip='0.0.0.0' --port=8888 --no-browser"]
\ No newline at end of file