Big data Demo Scripts 
AWS Machine Learning
OCTOBER 31, 2024
Run the script init-script.bash : chmod u+x init-script.bash./init-script.bash init-script.bash This script prompts you for the following: The Amazon Bedrock knowledge base ID to associate with your Google Chat app (refer to the prerequisites section). The script deploys the AWS CDK project in your account.
AWS Machine Learning
JULY 29, 2022
Build your training script for the Hugging Face SageMaker estimator. script to use with Script Mode and pass hyperparameters for training. return tokenized_dataset. If we use an ml.g4dn.16xlarge The batch size per device remains the same, but eight devices are training in parallel. As usual with SageMaker, we create a train.py
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AWS Machine Learning
JUNE 12, 2024
For instructions, refer to How do I integrate IAM Identity Center with an Amazon Cognito user pool and the associated demo video. You can also find the script on the GitHub repo. Provide the following parameters for the stack: Stack name – The name of the CloudFormation stack (for example, AmazonQ-UI-Demo ).
AWS Machine Learning
NOVEMBER 7, 2022
The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. All the steps in this demo are available in the accompanying notebook Introduction to JumpStart – Text to Image. You can use any number of models pre-trained on the same task with a single inference script.
AWS Machine Learning
NOVEMBER 7, 2022
The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. All the steps in this demo are available in the accompanying notebook Introduction to JumpStart – Text Generation. You can use any number of models pre-trained on the same task with a single inference script.
AWS Machine Learning
JULY 15, 2024
We use the custom terminology dictionary to compile frequently used terms within video transcription scripts. Yaoqi Zhang is a Senior Big Data Engineer at Mission Cloud. Adrian Martin is a Big Data/Machine Learning Lead Engineer at Mission Cloud. Here’s an example.
AWS Machine Learning
AUGUST 26, 2022
The following sections provide a step-by-step demo to perform semantic segmentation with JumpStart, both via the Studio UI and via JumpStart APIs. All the steps in this demo are available in the accompanying notebooks Introduction to JumpStart – Instance Segmentation and Introduction to JumpStart – Semantic Segmentation.
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