Magic Quadrant for Data Science and Machine Learning Platforms


Published: 28 January 2019 ID: G00354456

Analyst(s): | | |

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Summary

Expert data scientists, citizen data scientists and application developers require professional capabilities for building, deploying and managing analytical models. New vendors to this Magic Quadrant, along with changes in the positions of others, reflect a dynamic market that is evolving rapidly.

Table of Contents

  • Market Definition/Description
  • Magic Quadrant
    • Vendor Strengths and Cautions
      • Alteryx
      • Anaconda
      • Databricks
      • Dataiku
      • DataRobot
      • Datawatch (Angoss)
      • Domino
      • Google
      • H2O.ai
      • IBM
      • KNIME
      • MathWorks
      • Microsoft
      • RapidMiner
      • SAP
      • SAS
      • TIBCO Software
    • Vendors Added and Dropped
      • Added
      • Dropped
  • Inclusion and Exclusion Criteria
    • Gate 1: Revenue and Number of Paying Customers
    • Gate 2: Reference Customer Counts
    • Gate 3: Product Capability Scoring
    • Honorable Mentions
  • Evaluation Criteria
    • Ability to Execute
    • Completeness of Vision
    • Quadrant Descriptions
      • Leaders
      • Challengers
      • Visionaries
      • Niche Players
  • Context
  • Market Overview
  • Gartner Recommended Reading
© 2019 Gartner, Inc. and/or its Affiliates. All Rights Reserved. Reproduction and distribution of this publication in any form without prior written permission is forbidden. The information contained herein has been obtained from sources believed to be reliable. Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartners research may discuss legal issues related to the information technology business, Gartner does not provide legal advice or services and its research should not be construed or used as such. Gartner shall have no liability for errors, omissions or inadequacies in the information contained herein or for interpretations thereof. The opinions expressed herein are subject to change without notice.

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