O'Reilly logo

Effective Amazon Machine Learning by Alexis Perrier

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Establishing a baseline

We first need to establish a baseline. Amazon ML quantile binning transformation is Amazon Machine Learning preferred method of dealing with non-linearities in a dataset. Let's establish how a simple linear model performs with Amazon's default recipe. We will create a baseline score using the usual AWS console tools. This time, we choose to create a data source from Redshift and not from S3. Fill the information as shown in the next screenshot, and click on Test access to check your access, and at the same time, make Amazon ML create the necessary IAM role. Finally, click on Verify once you're done:

Amazon ML handles ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required