code linux machine learning python

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:
It includes videos, slides and code, with hands-on demonstrations in class.
A GitHub repo holds the code:
I made several scripts to make it easy to upload python code that performs an ML inference (“prediction”) operation on AWS Lambda.

linux machine learning python

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: