High-Speed Pandas on GPU in AWS Cloud with RAPIDS and NVIDIA NGC

High-Speed Pandas on GPU in AWS Cloud with RAPIDS and NVIDIA NGC

Jeff Heaton via YouTube Direct link

Using RAPIDS

17 of 18

17 of 18

Using RAPIDS

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High-Speed Pandas on GPU in AWS Cloud with RAPIDS and NVIDIA NGC

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  1. 1 AWS File Systems
  2. 2 RAPIDS on Real Data
  3. 3 Kaggle Otto Group Challenge
  4. 4 Create an AWS S3 Bucket
  5. 5 Sending Data to AWS S3
  6. 6 Setting up AWS IAM Access
  7. 7 Create an AWS IAM Role for AWS EC2
  8. 8 Create an AWS IAM Policy
  9. 9 Create a new AWS EC2 Instance with spot
  10. 10 Connect to the Running EC2 Instance with Putty and Tunneling
  11. 11 Starting Docker on AWS EC2
  12. 12 Creating an AWS EBS Volume for EC2
  13. 13 Mount and format EBS Volume
  14. 14 Access NGC Images
  15. 15 Jeff's AWS Setup Chart
  16. 16 Accessing Jupyter NGC Instance
  17. 17 Using RAPIDS
  18. 18 Using XGBoost on an NVIDIA GPU

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