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AI Adventures in Azure: Uploading data to the VM

There are many ways to transfer data from local storage to the virtual machine. Azure provides Blob storage for unstructured data managed through the user’s storage account as well as specific storage options for files and tables. There is also the option to use Data Lakes. These are all useful for storing large datasets and … Continue reading AI Adventures in Azure: Uploading data to the VM

AI Adventures in Azure: Choosing VM Size

The main purpose of a VM is to accelerate scripts compared to running locally on a laptop or desktop by outsourcing the computation to a more powerful remote computer. There is an overwhelming number of options for Azure VM sizes, each of which is optimised for a particular purpose, so to get the best performance … Continue reading AI Adventures in Azure: Choosing VM Size

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

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