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PICS Workshop: “Machine Learning with MATLAB”

September 26, 2020 at 10:00 AM - 4:00 PM
Details
Date: September 26, 2020
Time: 10:00 AM - 4:00 PM
Event Category: Workshop
  • Event Tags:
  • Organizer
    Penn Institute for Computational Science (PICS)
    Phone: 215-573-6037
    Venue
    Zoom – Email CIS for link cherylh@cis.upenn.edu

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    Machine learning is a data analytics technique that teaches computers to do what comes naturally to humans and animals: learn from experience. Machine learning algorithms use computational methods to “learn” information directly from data without relying on a predetermined equation as a model.

    Using MATLAB, engineers and other domain experts have deployed thousands of applications for predictive maintenance, sensor analytics, finance, and communication electronics.

    In this hands-on workshop, you will use MATLAB to:

    • Learn the fundamentals of machine learning and understand terms like “supervised learning”, “feature extraction”, and “hyperparameter tuning”
    • Build and evaluate machine learning models for classification and regression
    • Perform automatic hyperparameter tuning and feature selection to optimize model performance
    • Apply signal processing and feature extraction techniques

    Please register here if you would like to attend:  https://www.mathworks.com/company/events/seminars/machine-learning-with-matlab-a-hands-on-workshop-3212994.html