Added AMLD workshop slides.

extras/amld/README.md

@@ -1,23 +1,21 @@
-# AMLD "Tensorflow Basics" Workshop
+# [AMLD](https://www.appliedmldays.org) TensorFlow Workshop
 
 This workshop was given during the Applied ML days at EPFL:
 
 https://www.appliedmldays.org/workshop_sessions/tensorflow-basics.1
 
-The workshop introduces basic Tensorflow concepts and contains example code to
+The workshop introduces basic TensorFlow concepts and contains example code to
 build different estimators (canned, 2D convolutional, RNN). We use the
 ["Quick, Draw" dataset](quickdraw.withgoogle.com/data). The repository also
 contains example code for training the models on Google's
 [Cloud ML](https://cloud.google.com/ml-engine/).
 
+[![Workshop Slides (link)](workshop_slides.png)](https://goo.gl/395fmU)
 
-## Installation
+## How-to run these notebooks
 
-1. Install [Docker CE](https://www.docker.com/community-edition)
-2. Download this repository: `git clone https://github.com/tensorflow/workshops`
-3. Change directory: `cd workshops/extras/amld`
-4. Run Tensorflow Docker image:
-   `docker run -it -v $(pwd)/notebooks:/notebooks/amld -p 127.0.0.1:8888:8888 -p 127.0.0.1:6006:6006 tensorflow/tensorflow`
-5. Navigate to http://localhost:8888/tree/amld/exercises
-6. Work through exercises `0_intro.ipynb` ... `5_qd_cloud.ipynb`.
+Read [these instructions](https://github.com/tensorflow/workshops#how-to-run-these-notebooks)
+to download this repository and get TensorFlow running on your computer. You
+will then find the notebooks under
+`http://localhost:8888/tree/extras/amld/notebooks`