Amazon Machine Learning
Amazon Machine Learning is a service that allows to develop predictive applications by using algorithms, mathematical models based on the user’s data. Amazon Machine Learning reads data through Amazon S3, Redshift and RDS, then visualizes the data through the AWS Management Console and the Amazon Machine Learning API.
AWS offers the broadest and deepest set of machine learning services and supporting cloud infrastructure, putting machine learning in the hands of every developer, data scientist and expert practitioner. Named a leader in Gartner’s Cloud AI Developer services’ Magic Quadrant, AWS is helping tens of thousands of customers accelerate their machine learning journey.
Below are the cmdlets which are available with Amazon Machine Learning
CmdletName | ServiceOperation |
Add-MLResourceTag | AddTags |
Get-MLBatchPrediction | GetBatchPrediction |
Get-MLBatchPredictionList | DescribeBatchPredictions |
Get-MLDataSource | GetDataSource |
Get-MLDataSourceList | DescribeDataSources |
Get-MLEvaluation | GetEvaluation |
Get-MLEvaluationList | DescribeEvaluations |
Get-MLModel | GetMLModel |
Get-MLModelList | DescribeMLModels |
Get-MLPrediction | Predict |
Get-MLResourceTag | DescribeTags |
New-MLBatchPrediction | CreateBatchPrediction |
New-MLDataSourceFromRDS | CreateDataSourceFromRDS |
New-MLDataSourceFromRedshift | CreateDataSourceFromRedshift |
New-MLDataSourceFromS3 | CreateDataSourceFromS3 |
New-MLEvaluation | CreateEvaluation |
New-MLModel | CreateMLModel |
New-MLRealtimeEndpoint | CreateRealtimeEndpoint |
Remove-MLBatchPrediction | DeleteBatchPrediction |
Remove-MLDataSource | DeleteDataSource |
Remove-MLEvaluation | DeleteEvaluation |
Remove-MLModel | DeleteMLModel |
Remove-MLRealtimeEndpoint | DeleteRealtimeEndpoint |
Remove-MLResourceTag | DeleteTags |
Update-MLBatchPrediction | UpdateBatchPrediction |
Update-MLDataSource | UpdateDataSource |
Update-MLEvaluation | UpdateEvaluation |
Update-MLMLModel | UpdateMLModel |
You can also check other AWS Services, and each services cmdlets we are providing.