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 89

Scripts Engineering Consulting Consulting 89

AWS Machine Learning

FEBRUARY 13, 2023

With the increasing use of artificial intelligence (AI) and machine learning (ML) for a vast majority of industries (ranging from healthcare to insurance, from manufacturing to marketing), the primary focus shifts to efficiency when building and training models at scale. The steps are as follows: Open AWS Cloud9 on the console.

Scripts 78

Scripts Best practices Transportation Construction 78

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 114

Management APIs Engineering Government 114

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 94

Engineering APIs Accountability industry solution 94

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 82

Best practices Scripts Education Engineering 82