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