Chapter 8 Company incorporation of machine learning

The degree of machine learning utilization in the companies of the participants is shown in the graph below

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All participants of companies with > 10,000 employees declare that "We have well established ML methods (i.e., models in production for more than 2 years)"

Splitting the graphs up for each category of company size and plotting the incorporation of machine learning shows this even more clearly

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Leaving out the “> 10,000 employees” category for better comparison

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• More companies explore machine learning than having it established
• Many companies don’t use machine learning
  • However, their employees invest in ML
  • Danger of loosing employees
  • Maybe companies are slow to discover ML potential