AI & Machine Learning · In-database ML

Amazon Redshift ML vs Microsoft Fabric Data Science vs BigQuery ML

In-database ML, side by side on AWS, Azure and Google Cloud. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.

AI & Machine Learning

In-database ML

Close match

AWS

Amazon Redshift ML

Azure

Microsoft Fabric Data Science

Google Cloud

BigQuery ML

What's different

BigQuery ML lets you train and run models with SQL alone.

Quick answers

What is the Azure equivalent of Amazon Redshift ML?
The Azure equivalent of Amazon Redshift ML is Microsoft Fabric Data Science. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Amazon Redshift ML?
The Google Cloud equivalent of Amazon Redshift ML is BigQuery ML. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Microsoft Fabric Data Science?
The AWS equivalent of Microsoft Fabric Data Science is Amazon Redshift ML. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Microsoft Fabric Data Science?
The Google Cloud equivalent of Microsoft Fabric Data Science is BigQuery ML. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of BigQuery ML?
The AWS equivalent of BigQuery ML is Amazon Redshift ML. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Azure equivalent of BigQuery ML?
The Azure equivalent of BigQuery ML is Microsoft Fabric Data Science. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.