Gartner Information Technology Research

Gartner Peer Insights ‘Lessons Learned’: Implementing Data Science and Machine Learning Platforms

Published: 18 March 2020

ID: G00467391

Analyst(s): Peer Contributors

Summary

Data science and machine learning platforms generally source data, build models and operationalize machine learning insights. Data science and analytics leaders can learn from the implementation experience of their peers shared on Gartner Peer Insights.

Table Of Contents

Overview

Peer Lessons Learned

  • Lesson 1: Understand Your Business Requirements Clearly and Upfront
  • Lesson 2: Compare Different Vendors and Take Demos Based on Your Specific Use Cases
  • Lesson 3: Strategize Your Implementation and Implement in Phases
  • Lesson 4: Involve Relevant Teams Early On to Build Standard Procedures
  • Lesson 5: Enable Training Across Teams for Faster Adoption of the Platform
  • Methodology
  • Document Revision History

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