Sunday, August 06, 2017

Data Science + Cloud: JupyterHub



JupyterHub on Google Cloud - O'Reilly Media

"JupyterHub, a "multi-user server for Jupyter Notebooks," is an essential tool for teaching and training at scale with Jupyter. As described in The course of the future – and the technology behind it , JupyterHub is being used to power an introductory class in data science taken by hundreds of students at Berkeley every semester.

JupyterHub is a complex piece of software... new project "Helm" package for JupyterHub and an accompanying article called Zero to JupyterHub on how to use it, describes the relatively straightforward steps needed to install and run JupyterHub on Google cloud."



On Microsoft Azure it is easier, there is a VM with JupyterHub  already installed:


"The Linux data science VM now has JupyterHub installed by default."




Surface-as-a-Service

Similar to smartphone plans, lease-like purchase will be now available for Microsoft devices

Need a New Microsoft Gadget? Upgrade With 'Surface Plus' | News & Opinion | PCMag.com

"With Surface Plus, you can pay off your device in monthly installments with zero percent interest for two years. After 18 months, you can upgrade to the latest Surface device, as long as you turn in your existing gadget and agree to a new 24-month payment plan for the new one."

Microsoft Surface Pro (2017)