Dataiku vs. Alteryx vs. Sagemaker vs. Datarobot vs. Databricks

Code is only a small component of any machine learning solution. The goal of managed machine learning services is to centralize these components into a single packaged solution. But not all managed machine learning services are fully comparable. Tools like AWS Sagemaker help you manage the complexity inherent in any machine learning solution, but still expect you to have engineers on your team who can build and understand the code. These tools focus more on the compute layer.