AWS Machine Learning

Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology. Amazon Machine Learning provides visualization tools and wizards that guide you through the process of creating machine learning (ML) models without having to learn complex ML algorithms and technology. Once your models are ready, Amazon Machine Learning makes it easy to obtain predictions for your application using simple APIs, without having to implement custom prediction generation code, or manage any infrastructure.nAmazon Machine Learning is based on the same proven, highly scalable, ML technology used for years by Amazonrsquo;s internal data scientist community. The service uses powerful algorithms to create ML models by finding patterns in your existing data. Then, Amazon Machine Learning uses these models to process new data and generate predictions for your application.nAmazon Machine Learning is highly scalable and can generate billions of predictions daily, and serve those predictions in real-time and at high throughput. With Amazon Machine Learning, there is no upfront hardware or software investment, and you pay as you go, so you can start small and scale as your application grows.

Key Links

API Paths

Add Tags (GET) /?Action=AddTags OpenAPI
Create Batch Prediction (GET) /?Action=CreateBatchPrediction OpenAPI
Create Data Source From R D S (GET) /?Action=CreateDataSourceFromRDS OpenAPI
Create Data Source From Redshift (GET) /?Action=CreateDataSourceFromRedshift OpenAPI
Create Data Source From S3 (GET) /?Action=CreateDataSourceFromS3 OpenAPI
Create Evaluation (GET) /?Action=CreateEvaluation OpenAPI
Create M L Model (GET) /?Action=CreateMLModel OpenAPI
Create Realtime Endpoint (GET) /?Action=CreateRealtimeEndpoint OpenAPI
Delete Batch Prediction (GET) /?Action=DeleteBatchPrediction OpenAPI
Delete Data Source (GET) /?Action=DeleteDataSource OpenAPI
Delete Evaluation (GET) /?Action=DeleteEvaluation OpenAPI
Delete M L Model (GET) /?Action=DeleteMLModel OpenAPI
Delete Realtime Endpoint (GET) /?Action=DeleteRealtimeEndpoint OpenAPI
Delete Tags (GET) /?Action=DeleteTags OpenAPI
Describe Batch Predictions (GET) /?Action=DescribeBatchPredictions OpenAPI
Describe Data Sources (GET) /?Action=DescribeDataSources OpenAPI
Describe Evaluations (GET) /?Action=DescribeEvaluations OpenAPI
Describe M L Models (GET) /?Action=DescribeMLModels OpenAPI
Describe Tags (GET) /?Action=DescribeTags OpenAPI
Get Batch Prediction (GET) /?Action=GetBatchPrediction OpenAPI
Get Data Source (GET) /?Action=GetDataSource OpenAPI
Get Evaluation (GET) /?Action=GetEvaluation OpenAPI
Get M L Model (GET) /?Action=GetMLModel OpenAPI
Predict (GET) /?Action=Predict OpenAPI
Update Batch Prediction (GET) /?Action=UpdateBatchPrediction OpenAPI
Update Data Source (GET) /?Action=UpdateDataSource OpenAPI
Update Evaluation (GET) /?Action=UpdateEvaluation OpenAPI
Update M L Model (GET) /?Action=UpdateMLModel OpenAPI

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