Neuro Platform: ML Developers Forum

[01.09.2019] Azure Machine Learning service

This overview describes the state of the platform on September 1, 2019.

Overview procedure description

Product website

Branch in benchmark project

Developer experience - 3

ML environments extensibility - 3

  • Pre-defined environments - YES
  • Bring your frameworks - YES
  • Integrate open source and commercial ML tools - YES

Data Ingestion - 2 (hard to deal with)

  • Uploading data to the platform - YES
  • Making data available for training- YES

AI starter kits - 3

Collaboration - 3

  • …with engineers - all Azure services
  • …with non-engineers - Jupyter notebook, YES
  • Dataset and environments sharing - all Azure services

Bring your own cloud - 1

  • AWS - NO
  • GCP - NO
  • Azure - YES

Enterprise-ready - 3

  • Audit logs - YES
  • Single sign-on - YES
  • Reporting - YES
  • Role-based security - YES

Final score - 18