DataMarket is now deprecated

The Microsoft DataMarket is now deprecated, and so the Machine Learning APIs that were hosted there are also now deprecated.

You can now find these capabilities (and more) in the Cognitive Services APIs.

Text analytics API

Previous DataMarket Text Analytics API customers should start using the Cognitive Services Text Analytics API. The Cognitive Services Text Analytics API supports all the scenarios that the earlier DataMarket version did, as well as additional scenarios such as language detection and topic detection.

Recommendations API

Previous DataMarket Recommendations API customers should start using the Cognitive Services Recommendations API. The Cognitive Services Recommendations API supports all the scenarios that the earlier DataMarket version did, as well as additional scenarios, such as batch support and better offline metrics to evaluate the quality of models.

For more information about how to start using the Cognitive Services Recommendations API, see Migrate to Azure Cognitive Services Recommendations API.