skip to main content
Close Icon We use cookies to improve your website experience.  To learn about our use of cookies and how you can manage your cookie settings, please see our Cookie Policy.  By continuing to use the website, you consent to our use of cookies.
Global Search Configuration


With the spotlight on machine learning, it was only a matter of time before simplified self-service tools became available that would open it up beyond data scientists to database and application developers at large.


  • Analyzes the emerging wave of self-service tools for machine learning and deep learning that are aimed at specific use cases.

Features and Benefits

  • Compares the self-service machine learning/deep learning offerings from Amazon, Microsoft Azure, and Google Cloud.
  • Analyzes how these cloud-based self-service offerings provide carefully curated experiences that can be used by practitioners who are not AI specialists.

Key questions answered

  • How do the self-service machine learning offerings from the leading cloud providers compare?
  • How are the experiences curated to make them appeal to less sophisticated practitioners?

Table of contents

Ovum view

  • Summary
  • Machine learning is getting democratized
  • Self-service machine learning is curated, but in different ways
  • CIO to enterprise: Resistance is futile


  • Further reading
  • Author

Recommended Articles


Have any questions? Speak to a Specialist

Europe, Middle East & Africa team: +44 7771 980316

Asia-Pacific team: +61 (0)3 960 16700

US team: +1 212-652-5335

Email us at

You can also contact your named/allocated Client Services Executive using their direct dial.
PR enquiries - Email us at

Contact marketing -

Already an Ovum client? Login to the Knowledge Center now