diff --git a/Dockerfile b/Dockerfile
index f742e9ea..3249ceb0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,9 +1,23 @@
-FROM ubuntu:14.04
+FROM ubuntu:16.04
 
 RUN mkdir /opt/AIL && apt-get update -y \
 	&& apt-get install git python-dev build-essential \
-	libffi-dev libssl-dev libfuzzy-dev wget -y
+	libffi-dev libssl-dev libfuzzy-dev wget sudo -y
+
+# Adding sudo command
+RUN useradd -m docker && echo "docker:docker" | chpasswd && adduser docker sudo
+RUN echo "root ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers
+
+# Installing AIL dependencies
 ADD . /opt/AIL
 WORKDIR /opt/AIL
-RUN ./installing_deps.sh && cd var/www/ && ./update_thirdparty.sh
+RUN ./installing_deps.sh 
+WORKDIR /opt/AIL
+
+# Installing Web dependencies,
+# remove all the parts below if you dont need the Web UI
+WORKDIR /opt/AIL/var/www
+RUN ./update_thirdparty.sh
+WORKDIR /opt/AIL
+
 CMD bash docker_start.sh
diff --git a/README.md b/README.md
index 2c01a9e3..8be9cf13 100644
--- a/README.md
+++ b/README.md
@@ -51,6 +51,37 @@ linux based distributions, you can replace it with [installing_deps_archlinux.sh
 
 There is also a [Travis file](.travis.yml) used for automating the installation that can be used to build and install AIL on other systems.
 
+Docker Quick Start (Ubuntu 16.04 LTS)
+------------
+1. Install Docker
+```
+sudo su
+apt-get install -y curl
+curl https://get.docker.com | /bin/bash
+```
+
+2. Type these commands to build the Docker image:
+```
+git clone https://github.com/CIRCL/ail-framework
+cd AIL-framework
+docker build -t ail-framework .
+```
+3. To start AIL on port 7000, type the following command below:
+```
+docker run -p 7000:7000 ail-framework
+```
+
+4. To debug the running container, type the following command and note the container name or identifier:
+```
+docker ps
+```
+
+After getting the name or identifier type the following commands:
+```
+docker exec -it CONTAINER_NAME_OR_IDENTIFIER bash
+cd /opt/ail
+```
+
 
 Starting AIL web interface
 --------------------------
diff --git a/var/www/update_thirdparty.sh b/var/www/update_thirdparty.sh
index c0208bed..d45fdfd3 100755
--- a/var/www/update_thirdparty.sh
+++ b/var/www/update_thirdparty.sh
@@ -48,7 +48,7 @@ wget http://omnipotent.net/jquery.sparkline/2.1.2/jquery.sparkline.min.js -O ./s
 mkdir temp
 wget http://canvasjs.com/fdm/chart/ -O temp/canvasjs.zip
 unzip temp/canvasjs.zip -d temp/
-mv temp/jquery.canvasjs.min.js ./static/js/jquery.canvasjs.min.js
+mv temp/canvasjs-1.9.10-stable/jquery.canvasjs.min.js ./static/js/jquery.canvasjs.min.js
 
 wget https://jqueryui.com/resources/download/jquery-ui-1.12.0.zip -O temp/jquery-ui.zip
 unzip temp/jquery-ui.zip -d temp/