AWS Machine Learning

APRIL 13, 2023

They were able to create a preprocessing data class just by typing “class to create preprocessing script for ML data.” Writing the preprocessing script took only a couple of minutes, and CodeWhisperer was able to generate entire code blocks. Writing boilerplate code Developers were able to use CodeWhisperer to complete prerequisites.

Scripts 98

Scripts Engineering Consulting Consulting 98

AWS Machine Learning

FEBRUARY 13, 2023

Our solution describes an AWS DeepRacer environment configuration using the AWS CDK to accelerate the journey of users experimenting with SageMaker log analysis and reinforcement learning on AWS for an AWS DeepRacer event. Choose Open Jupyter to start running the Python script for performing the log analysis.

Scripts 93

Scripts Best practices Transportation Construction 93

AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. About the Authors Stephen Randolph is a Senior Partner Solutions Architect at Amazon Web Services (AWS).

Management 134

Management APIs Engineering Government 134

AWS Machine Learning

NOVEMBER 1, 2022

Create a healthcare folder in the bucket you named via your AWS CDK script. He has over 8 years of industry experience from startups to large-scale enterprises, from IoT Research Engineer, Data Scientist, to Data & AI Architect. Then upload flow-healthcarediabetesunclean.csv to the folder and let the automation happen!

Engineering 98

Engineering APIs Accountability industry solution 98

AWS Machine Learning

JUNE 14, 2023

You can also add your own Python scripts and transformations to customize workflows. You can access the testing script from the local path of the code repository that we cloned earlier. We use Data Wrangler to perform preprocessing on the dataset before submitting the data to Autopilot. Choose the file browser icon view the path.

Best practices 102

Best practices Scripts Education Transportation 102

AWS Machine Learning

OCTOBER 21, 2024

If you have a different format, you can potentially use Llama convert scripts or Mistral convert scripts to convert your model to a supported format. The fine-tuning scripts are based on the scripts provided by the Llama fine-tuning repository. from sagemaker.s3 3B model Now, we’ll fine-tune the Llama 3.2

APIs 142

APIs Scripts Finance Real estate 142