
Security News
Deno 2.2 Improves Dependency Management and Expands Node.js Compatibility
Deno 2.2 enhances Node.js compatibility, improves dependency management, adds OpenTelemetry support, and expands linting and task automation for developers.
github.com/awslabs/machine-learning-samples
Each subdirectory contains sample code for using Amazon Machine Learning.
Refer to the README.md
file in each sub-directory for details on using
each sample.
These samples show how to use the Amazon Machine Learning API for a targeted marketing application. This follows the "banking" dataset example described in the Developer Guide. There are three versions available:
This sample application shows how to use Amazon Mechanical Turk to create a labeled dataset from raw tweets, and then build a machine learning model using the Amazon Machine Learning API that predicts whether or not new tweets should be acted upon by customer service. The sample shows how to set up an automated filter using AWS Lambda that monitors tweets on an Amazon Kinesis stream and sends notifications whenever the ML Model predicts that a new tweet is actionable. Notifications go to Amazon SNS, allowing delivery to email, SMS text messages, or other software services.
These samples show how to use the Amazon Machine Learning API to make real-time predictions from a mobile device. There are two versions available:
This sample shows how to use the Amazon Machine Learning API to evaluate ML models using k-fold cross-validation.
A collection of simple scripts to help with common tasks.
For assistance with using the Amazon Machine Learning Service, or these samples, please see the AWS Forums.
FAQs
Unknown package
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
Deno 2.2 enhances Node.js compatibility, improves dependency management, adds OpenTelemetry support, and expands linting and task automation for developers.
Security News
React's CRA deprecation announcement sparked community criticism over framework recommendations, leading to quick updates acknowledging build tools like Vite as valid alternatives.
Security News
Ransomware payment rates hit an all-time low in 2024 as law enforcement crackdowns, stronger defenses, and shifting policies make attacks riskier and less profitable.