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AWS gets a no-code ML service

AWS today announced a new car learning service, Amazon SageMaker Sheet. Unlike its existing machine learning services, the target audience here isn’t highly technical data scientists and engineers simply any engineer or business user inside a company. The promise of SageMaker Canvass is that it will allow anybody to build machine learning prediction models, using a point-and-click interface.

If that sounds familiar, it may be considering Azure and others offer like tools, though AWS may have the advantage that a lot of companies already store all of their data in AWS anyway.

Amazon SageMaker Canvas screen shot.
Amazon SageMaker Canvas screen shot.

Image Credits:
Amazon

“SageMaker Canvas leverages the aforementioned technology every bit Amazon SageMaker to automatically clean and combine your data, create hundreds of models under the hood, select the best performing one, and generate new individual or batch predictions,” writes AWS’ Alex Casalboni in today’s announcement. “It supports multiple problem types such as binary classification, multi-class classification, numerical regression, and time series forecasting. These trouble types allow you lot accost business concern-disquisitional use cases, such as fraud detection, churn reduction, and inventory optimization, without writing a unmarried line of code.”

Unsurprisingly, the service is backed by SageMaker, AWS’s fully managed machine learning service.

The full general idea here is that users can use any dataset, down to a basic CSV file, and then determine which of the columns in this dataset Canvas should predict. At that place’s no need to worry about how to train this model. Yet while this is a far easier user feel that using traditional ML tools, we’re still not quite talking elevate-and-drop either. This is AWS, after all. The overall experience is more alike to working in the AWS panel than a modern no-code awarding.

read more about AWS re:Invent 2021 on TechCrunch
read more about AWS re:Invent 2021 on TechCrunch

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Source: https://finance.yahoo.com/news/aws-gets-no-code-ml-181413946.html

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