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Analytics and Machine Learning Toolkit

LabVIEW 2017 Analytics and Machine Learning Toolkit Help

Edition Date: July 2017

Part Number: 377059A-01

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July 2017, 377059A-01

The LabVIEW Analytics and Machine Learning toolkit includes VIs for training machine learning models that discover patterns in large amounts of data. You can deploy trained machine learning models to recognize patterns in new data.

The following figure demonstrates the machine learning process when you use the Analytics and Machine Learning Toolkit.

The previous machine learning process contains the following components:

  • Data Collection—Collects data from data acquisition devices or other sources.
  • Feature Extraction and Reduction—Creates features based on your domain knowledge of data and reduces the dimension of data so that you can apply machine learning algorithms to the training data.
  • Model Creation—Trains models using machine learning algorithms and training data.
  • Model Validation—Validates models using model evaluation metrics and test data.
  • Deployment—Deploys trained models.

The Analytics and Machine Learning Toolkit uses algorithms from the IMS Center Watchdog Agent.

© 2017 National Instruments. All rights reserved.


 

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