AI Workshop

Requirements

• Python 2.7 o greater

Setup

1. Install conda
2. Create virtual environment

conda env create -f environment.yml

3. Start enviroment

source activate tf

4. Start jupyter notebook

jupyter notebook

5. Open the link displayed on notebook start log

Links

Docs

• Scikit learn

• Machine learning map

Videos

• How Data Science Works
• How deep neural network works
• How Convolutional Neural Networks work
• Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
• Tensorboard Intro
• Tensorflow dev submit

Export environment

Run the following command

conda env export > environment.yml

Alternative Setup: using Docker

There are two possible methods in turn:

Pulling and running the image directly from DockerHub

docker run -it -p 8888:8888 mschonaker/ai-workshop

Once on the command prompt run:

source activate tf

and then

jupyter notebook --ip=0.0.0.0 --allow-root  

Building the image after cloning the GitHub repository

cd ai-workshop && docker build -t ai-workshop .

Then running:

docker run -it -p 8888:8888 ai-workshop

Once on the command prompt run:

source activate tf

and then

jupyter notebook --ip=0.0.0.0 --allow-root