On Monday, May 28, 2018, kirby urner <kirby.urner@gmail.com> wrote:
Wes or someone may have linked to this already. Just tuned it in myself:
CoLab is pretty cool. They have GPU instances.
Kaggle also has GPU instances now with Kernels and Learn.
We worked on a Kaggle data science competition as a team of individuals teaching each other through our local Python Users Group. It was a house prices prediction competition; similar to the well-known Boston house prices dataset included with scikit-learn.
There are a bunch of hosted Jupyter Notebook services now:
To host local instances of Jupyter for a group of size n, there are JupyterHub 'spawners' and 'authenticators'.
Gvisor is strongly recommended for sandboxing hosted containers with Docker:
Binder builds upon JupyterHub but doesn't have auth yet:
That's Google's way of letting us use Jupyter Notebooks in the cloud and to share them on Google Drive.
Storage:
Storage + Real-time collaboration:
I see where students would benefit, not that this is the first or only cloud-based environment. Another great tool.
Kirby