diff --git a/README.md b/README.md
index 08a0525..6f1301a 100644
--- a/README.md
+++ b/README.md
@@ -18,9 +18,32 @@ This approach is recommended if you prefer the smallest download. If you experie
 
 * [How-to install the RC using pip.](setup/install-pip.md)
 
-### Want to report a bug?
+---
+If you get stuck, please refer to the full installation [instructions](https://www.tensorflow.org/install/) on tensorflow.org.
+
+# Install other Dependencies
+
+* **For Linux only**, run: `$ sudo install_dependencies.sh --python_version (2 or 3)`, python_version is an optional argument the script will install the dependencies for both versions of Python 2 and 3 if not explictly defined. For more details check [install_dependices.sh](install_dependencies.sh).
+
+  Or Install dependencies manyally:
+    * `python2 -m pip install jupyter numpy pandas matplotlib pillow`
+    * `python3 -m pip install jupyter numpy pandas matplotlib pillow`
+
+For other OS check the next section.
+
+**If you are not familiar with [Jupyter notebooks](http://jupyter.readthedocs.io/en/latest/index.html) is recommened to visit the website and learn more about it.**
+   
+## Test if everything is working properly
+
+1. Clone this repo or download it
+2. $ cd tensorflow-workshop
+3. $ jupyter notebook
+4. run test_install.ipynb
+5. If you see any errors with the libraries, make sure you have them installed and run test_install.ipynb again.
+
+# Want to report a bug?
 
 Thanks! Can you please file an issue, or even better, a pull request? We'll be doing this workshop a couple times, and future developers will appreciate your help.
 
 - - -
-General disclaimer, this is my personal repo and not an official Google product. If you'd like to use this code, say, to build a mission critical component of your giant space laser, you should know there's no warranty, etc.
\ No newline at end of file
+General disclaimer, this is my personal repo and not an official Google product. If you'd like to use this code, say, to build a mission critical component of your giant space laser, you should know there's no warranty, etc.
diff --git a/install_dependencies.sh b/install_dependencies.sh
new file mode 100644
index 0000000..ba13249
--- /dev/null
+++ b/install_dependencies.sh
@@ -0,0 +1,45 @@
+#!/bin/bash
+
+PYTHON_VERSION="2 and 3"
+
+function p2 {
+  apt-get install python-pip
+  python2 -m pip install --upgrade pip
+  python2 -m pip install jupyter numpy pandas matplotlib pillow
+}
+
+function p3 {
+  apt-get install python3-pip
+  python3 -m pip install --upgrade pip
+  python3 -m pip install jupyter numpy pandas matplotlib pillow
+}
+
+while [[ $# -gt 1 ]]
+do
+  key="$1"
+
+  case $key in
+    --python_version)
+    PYTHON_VERSION="$2"
+  shift # past argument
+    ;;
+    *)
+    # unknown option
+    ;;
+  esac
+
+  shift # past argument or value
+done
+
+echo PYTHON_VERSION  = "${PYTHON_VERSION}"
+
+if [ "${PYTHON_VERSION}" == "2 and 3" ]; then
+  p2
+  p3
+elif [ "${PYTHON_VERSION}" == "2" ]; then
+ p2
+elif [ "${PYTHON_VERSION}" == "3" ]; then
+ p3
+else
+  echo 'bad argument'
+fi