Machine Learning
Prefix machinelearning, 28 actions · Domain AI & Machine Learning
7 AWS managed policies. 1 have reviewed guidance; the rest have authoritative permission data pending editorial review.
User access (3)
- AmazonMachineLearningFullAccessAdmin
- AmazonMachineLearningReadOnlyAccessReader
- DataScientistHigh privilegeAdmin
Operator and limited (4)
Also grants Machine Learning actions (11)
addtags createbatchprediction createdatasourcefromrds createdatasourcefromredshift createdatasourcefroms3 createevaluation createmlmodel createrealtimeendpoint deletebatchprediction deletedatasource deleteevaluation deletemlmodel deleterealtimeendpoint deletetags describebatchpredictions describedatasources describeevaluations describemlmodels describetags getbatchprediction getdatasource getevaluation getmlmodel predict updatebatchprediction updatedatasource updateevaluation updatemlmodel
Actions (28)
| Action | Access level | Policies granting without limits | Policies granting with resource or condition limits |
|---|---|---|---|
| machinelearning:AddTags | Tagging | 8 | 1 |
| machinelearning:CreateBatchPrediction | Write | 8 | 1 |
| machinelearning:CreateDataSourceFromRDS | Write | 7 | 1 |
| machinelearning:CreateDataSourceFromRedshift | Write | 7 | 1 |
| machinelearning:CreateDataSourceFromS3 | Write | 7 | 1 |
| machinelearning:CreateEvaluation | Write | 7 | 1 |
| machinelearning:CreateMLModel | Write | 7 | 1 |
| machinelearning:CreateRealtimeEndpoint | Write | 8 | 1 |
| machinelearning:DeleteBatchPrediction | Write | 8 | 1 |
| machinelearning:DeleteDataSource | Write | 7 | 1 |
| machinelearning:DeleteEvaluation | Write | 7 | 1 |
| machinelearning:DeleteMLModel | Write | 7 | 1 |
| machinelearning:DeleteRealtimeEndpoint | Write | 8 | 1 |
| machinelearning:DeleteTags | Tagging | 8 | 1 |
| machinelearning:DescribeBatchPredictions | List | 13 | 1 |
| machinelearning:DescribeDataSources | List | 12 | 1 |
| machinelearning:DescribeEvaluations | List | 12 | 1 |
| machinelearning:DescribeMLModels | List | 13 | 1 |
| machinelearning:DescribeTags | List | 11 | 1 |
| machinelearning:GetBatchPrediction | Read | 12 | 1 |
| machinelearning:GetDataSource | Read | 11 | 1 |
| machinelearning:GetEvaluation | Read | 11 | 1 |
| machinelearning:GetMLModel | Read | 11 | 1 |
| machinelearning:Predict | Write | 7 | 1 |
| machinelearning:UpdateBatchPrediction | Write | 7 | 1 |
| machinelearning:UpdateDataSource | Write | 6 | 1 |
| machinelearning:UpdateEvaluation | Write | 6 | 1 |
| machinelearning:UpdateMLModel | Write | 6 | 1 |