Build your AWS Lambda Machine Learning Function with Docker

I've recently made a tutorial on using Docker for machine learning purposes, and I thought also to publish it in here: http://hi.cs.stonybrook.edu/teaching/docker4ml

It includes videos, slides and code, with hands-on demonstrations in class.

A GitHub repo holds the code: https://github.com/royshil/Docker4MLTutorial

I made several scripts to make it easy to upload python code that performs an ML inference ("prediction") operation on AWS Lambda.

Enjoy!
Roy.

Share

An automatic Tensorflow-CUDA-Docker-Jupyter machine on Google Cloud Platform


For a class I'm teaching (on deep learning and art) I had to create a machine that auto starts a jupyter notebook with tensorflow and GPU support. Just create an instance and presto - Jupyter notebook with TF and GPU!
How awesome is that?

Well... building it wasn't that simple.
So for your enjoyment - here's my recipe:
Continue reading "An automatic Tensorflow-CUDA-Docker-Jupyter machine on Google Cloud Platform"

Share