Running Python Data Science Docker Images in AWS with NVIDIA NGC
NVIDIA NGC allows you to run premade Docker containers for many common data science tasks. This allows you to leverage transfer learning and have all the drivers already preconfigured. In this video, I show how to launch NGC containers inside of AWS. NGC is available entirely within the Amazon AWS marketplace, with no markup. As an example, I launch the RAPIDS container.
2:17 NGC on Local Instance
3:00 NGC on AWS Marketplace
4:22 Launching a Spot Instance for NGC
6:14 EC2 Login Key Pair
6:55 Logging in, Putty and Tunneling
7:44 Connecting to your NGC EC2 Instance
8:14 IAM and AWS Configure
10:48 Loading the NGC Container
14:26 Launching Jupyter Lab
NVIDIA NGC
https://www.nvidia.com/en-us/gpu-cloud/
NVIDIA NGC AWS Marketplace
https://aws.amazon.com/marketplace/fe...
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