AWS Crash Course for Python Data Science with NVIDIA GPUs: EC2, IAM, SPOT, Tunneling

In this video I provide a tutorial for launching EC2 instances for use with data science from Windows 10. I show how to launch a spot instance to save money, preparing a Putty PPK, and using a Putty tunnel to access JupyterLab. Putty WinSCP Commands from Video docker run -it --rm --gpus all -p 8888:8888 tensorflow/tensorflow:latest-gpu-py3-jupyter 0:55 AIM 3:10 Launch EC2 and Key Pairs 4:49 Instance Details and Spot Instances 6:51 Login Key Pair 8:32 Login to EC2 Instance with Putty 9:03 Generate a Putty PPK File 10:21 SSH Tunnels and Putty 16:42 Jupyter Follow Me/Subscribe: Support Me on Patreon: