Gartner Information Technology Research

Solution Scorecard for the Google Cloud Data Science and Machine Learning Platform, February 2020

Published: 24 February 2020

ID: G00451056

Analyst(s): Sumit Agarwal

Summary

This research scores Google Cloud’s data science and machine learning platform against Gartner’s 174-point Solution Criteria. The platform scored a 71 out of 100, providing a combination of mature and developing capabilities for data and analytics technical professionals.

Table Of Contents

What’s New in This Update

Bottom-Line Assessment

  • Solution Scorecard and Feature Snapshot
    • Solution Scorecard Calculation
    • Solution Criteria Framework
  • Strengths
  • Weaknesses
  • Reasons to Deploy
  • Reasons to Not Deploy

Analysis

  • Required Features for Production
  • Preferred Features for Production
  • Optional Features for Production

The Details

  • Availability Regions
  • Licensing and Cost
  • Compliance, Security and Governance
  • Additional Resources

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