Gartner Research

China Summary Translation: 'Five Ways Data Science and Machine Learning Deliver Business Impacts'

Published: 13 April 2018

ID: G00349292

Analyst(s): Erick Brethenoux , Melody Chien

Summary

Data science and machine learning can have profound impact on a business, and are becoming critical for differentiation and sometimes survival. Being able to quickly identify that impact into one of five categories this research presents will help data and analytics leaders further drive results.

Table Of Contents

报告摘录

  • 影响
  • 建议

Five Ways Data Science and Machine Learning Deliver Business Impacts

  • Impacts
  • Recommendations

Analysis

Impacts and Recommendations

  • Data and analytics leaders should understand the powerful and tangible business benefits that data science projects can deliver prior to rounding up and engaging with their analytical teams, to have a greater chance of success
    • 1. Innovation — Foster New Thinking Based on Data Science
    • 2. Exploration — Explore Unknown Patterns in Data
    • 3. Prototyping — Challenge the Status Quo With Radical New Solutions
    • 4. Refinement — Continuously Improve Existing In-Production Solutions
    • 5. Firefighting — Identify the Drivers of Certain Upcoming Situations

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