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Introduction to Building Machine Learning Models with a Simple Manufacturing Application

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Workshop Series
Paid Education

Participants will experience first-hand the end-to-end process of building and consuming a machine learning (ML) model for a simple manufacturing application. Data preparation, algorithm selection, model training, and model execution will be covered. The data and code used in this workshop will be available to attendees so they can revisit the material at their own pace.

Machine Learning is one of the most important technologies just starting to go mainstream for manufacturing applications. Everyone in manufacturing should have at least a cursory understanding of what ML is and how it is used.

Learning Objectives:

  • High level understanding of the machine learning process end-to-end
  • Exposure to some of the tools used to build machine learning models
  • Understanding of what it means for your data to be “ready for ML”