Google DevFest17 - Gaza

Deep Learning using Tensorflow - Code Lab Session

This repo contains a quick overview of applying deep learning using tensorflow. It was created for Gaza DevFest17 as a code lab demonestration.

Installing and Using Docker

In order to use tensorflow and applying basic deep learning example we are going to use a pre-configured docker instance. This will help us getting a ready to use environment.

1. Install docker for windows

• To run Docker, your machine must have a 64-bit operating system running Windows 7 or higher.
• Make sure that Hyper-V is disabled if it is installed on your pc.
• If you are using Windows 10 you can directly download docker and install it from Docker Store.
• Otherwise, you can download and install Docker Toolbox.
• After installation is done, open new cmd window and type docker ps. If you encountered an error running this command, you should follow these steps.
• If the above command does not work and you get error message says Error checking TLS connection:.., try to run this command docker-machine restart then run the above step.
• Finally, it is worth to spend few minutes on reading Get Started Tutorial

2. Run Tensorflow using docker

• Open new cmd window and run docker image ls. It should list available docker images.
• To install a tensorflow docker image we need first to download it. run docker pull tensorflow/tensorflow.
• After downloading and unpacking is done, you can start new container by running this command docker run -it --rm --name="tf" -p 8888:8888 -p 6006:6006 tensorflow/tensorflow
• Copy the link generated and paste it on new browser window. It should point to a jupyter notebook working directory.
• If link is not working try to replace localhost by 192.168.99.100
• Now you are ready to rock 👍

3. Presentation

• Find My presentation about Neural Network and Deep Learning at SlideShare

4. Introduction to Tensorflow

5. Sample Code Lab

• Code Sample for Simple Linear Model Code

6. Learning Resources

• Get started with Tensorflow

• Tutorials

  1. TensorFlow Tutorial and Examples for Beginners repo
  2. TensorFlow Tutorials with YouTube Videos

• Basic Introduction to Neural Networks and Deep Learning, Article1 Article2

• Machine Learning course tought by the best.

• Deep Learning course that covers almost every model of use with good introduction.