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Computools Research: Machine Learning Forecasts Until 2021

Prospects for the Machine Learning development for the next several years.

According to the Gartner curve, Machine learning is in the process of transitioning from a hype climb and high expectations to a productivity plateau, and AutoML is at the peak of expectations. These 2 directions will be popular and most in-demand within 2-5 years.

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Statistical Observations:

The list of trends that will remain relevant:

  1. Providing visualizations and insights to help describe and understand the data.
  2. Search, build, extract the best features for a given dataset.
  3. Building more powerful, more intelligent predictive models.
  4. Bridging the gap between black-box modelling and the use of such a model.
  5. Facilitate the production of these models.

All data for the study were obtained from open sources.

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