AI Adventures in Azure: Blob storage

My AI for Earth project is quite memory intensive so I have been learning about ways to take the data storage off the local disk and into the cloud, while still maintaining on the fly access to crucial files on my virtual or local machine. My classification problem started off requiring just a few GB … Continue reading AI Adventures in Azure: Blob storage

AI Adventures in Azure: Ice Surface Classifiers

For this post I will introduce what I am actually trying to achieve with the AI for Earth grant and how it will help us to understand glacier and ice sheet dynamics in a warming world. The Earth is heating up - that's a problem for the parts of it made of ice. Over a … Continue reading AI Adventures in Azure: Ice Surface Classifiers

National Geographic Explorers Festival London

A few weeks ago I had the pleasure of presenting at the National Geographic Explorer's Festival in London. This was an amazing opportunity to meet the inspirational Explorers and listen to them talk about AI solutions to conservation problems around the world. In the afternoon I spoke about my work on machine learning and remote … Continue reading National Geographic Explorers Festival London

AI Adventures in Azure: Accessing the VM via terminal or remote desktop

Accessing the Data Science Virtual Machine Once the virtual machine is set up and started (by clicking “start” on the appropriate VM in the Azure portal) there are several ways to interface with it. The first is via the terminal (I am running Ubuntu 16.04 on both my local machine and the virtual machine). To … Continue reading AI Adventures in Azure: Accessing the VM via terminal or remote desktop