LAP Registry

Amazon Machine Learning Skill

amazonaws-com-machinelearning

Provider: Amazon Web Services Version: 2014-12-12 Endpoints: 28 Updated: 2026-04-02

Raw .lap | Lean format | API JSON | Open in app

Endpoints

MethodPathDescription
POST/
POST/Adds one or more tags to an object, up to a limit of 10. Each tag consists of a key and an optional value. If you add a tag using a key that is already associated with the ML obje...
POST/Generates predictions for a group of observations. The observations to process exist in one or more data files referenced by a DataSource. This operation creates a new BatchPredic...
POST/Creates a DataSource object from an Amazon Relational Database Service (Amazon RDS). A DataSource references data that can be used to perform CreateMLModel, CreateEvaluation, or C...
POST/Creates a DataSource from a database hosted on an Amazon Redshift cluster. A DataSource references data that can be used to perform either CreateMLModel, CreateEvaluation, or Crea...
POST/Creates a DataSource object. A DataSource references data that can be used to perform CreateMLModel, CreateEvaluation, or CreateBatchPrediction operations. CreateDataSourceFromS3...
POST/Creates a new Evaluation of an MLModel. An MLModel is evaluated on a set of observations associated to a DataSource. Like a DataSource for an MLModel, the DataSource for an Evalua...
POST/Creates a new MLModel using the DataSource and the recipe as information sources. An MLModel is nearly immutable. Users can update only the MLModelName and the ScoreThreshold in a...
POST/Creates a real-time endpoint for the MLModel. The endpoint contains the URI of the MLModel; that is, the location to send real-time prediction requests for the specified MLModel.
POST/Assigns the DELETED status to a BatchPrediction, rendering it unusable. After using the DeleteBatchPrediction operation, you can use the GetBatchPrediction operation to verify tha...
POST/Assigns the DELETED status to a DataSource, rendering it unusable. After using the DeleteDataSource operation, you can use the GetDataSource operation to verify that the status of...
POST/Assigns the DELETED status to an Evaluation, rendering it unusable. After invoking the DeleteEvaluation operation, you can use the GetEvaluation operation to verify that the statu...
POST/Assigns the DELETED status to an MLModel, rendering it unusable. After using the DeleteMLModel operation, you can use the GetMLModel operation to verify that the status of the MLM...
POST/Deletes a real time endpoint of an MLModel.
POST/Deletes the specified tags associated with an ML object. After this operation is complete, you can't recover deleted tags. If you specify a tag that doesn't exist, Amazon ML ignor...
POST/Returns a list of BatchPrediction operations that match the search criteria in the request.
POST/Returns a list of DataSource that match the search criteria in the request.
POST/Returns a list of DescribeEvaluations that match the search criteria in the request.
POST/Returns a list of MLModel that match the search criteria in the request.
POST/Describes one or more of the tags for your Amazon ML object.
POST/Returns a BatchPrediction that includes detailed metadata, status, and data file information for a Batch Prediction request.
POST/Returns a DataSource that includes metadata and data file information, as well as the current status of the DataSource. GetDataSource provides results in normal or verbose format....
POST/Returns an Evaluation that includes metadata as well as the current status of the Evaluation.
POST/Returns an MLModel that includes detailed metadata, data source information, and the current status of the MLModel. GetMLModel provides results in normal or verbose format.
POST/Generates a prediction for the observation using the specified ML Model. Note: Not all response parameters will be populated. Whether a response parameter is populated depends on...
POST/Updates the BatchPredictionName of a BatchPrediction. You can use the GetBatchPrediction operation to view the contents of the updated data element.
POST/Updates the DataSourceName of a DataSource. You can use the GetDataSource operation to view the contents of the updated data element.
POST/Updates the EvaluationName of an Evaluation. You can use the GetEvaluation operation to view the contents of the updated data element.

Install as Skill

Use this API as a Claude Code skill for instant agent access.

CLI Install

lapsh skill-install amazonaws-com-machinelearning

Downloads and installs to ~/.claude/skills/amazonaws-com-machinelearning/

Manual Install

Download: Skill Bundle (JSON)

Or view: SKILL.md

Recent Versions (1)