Top 20 Data Science And Machine Learning Platforms: Gartner
From AWS, Google and Microsoft to IBM, SAS and MathWorks, here are the 20 data science and machine learning platforms leading the global market today.
Niche Player: Domino
Domino ranks among the middle of the pack for both vision and execution on Gartner’s Magic Quadrant. The San Francisco-based company’s Domino Data Science Platform, supported by Domino Model Monitor, provides end-to-end DSML capabilities in the cloud or on-premises. Last year, the company launched its Domino Model Monitor for enterprise MLOps. Domino’s R&D for its platform remains focused on large, code-first data science teams.
Strengths: Domino’s platform is a rare code-focused platform that offers a first-class experience both on-premises and in the cloud, Gartner said. Domino is among the best options for supporting complex hybrid and multi-cloud model development and deployments.
Weaknesses: Gartner said organizations that don’t plan to expand past 20 data scientists on its staff should not consider Domino. Typical Domino deployments involve more than 25 data scientists and ML engineers.