UCSF CCMBM Advanced Machine Learning Workshop @3:30 ET

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UCSF CCMBM Advanced Machine Learning Workshop @3:30 ET

October 20 @ 3:30 pm - 5:30 pm

UCSF CCMBM Technical Workshop: Advanced Machine Learning

October 20, 12:30-2:30pm PST; Virtual Event

This is a hands-on workshop focused on implementing and training an image classifier model to classify Covid-19 x-rays. We will showcase how to load and visualize data, balance and split your dataset, and train a model using the PyTorch framework.

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Featured Speakers:

Valentina Pedoia, PhD

Assistant Professor of Radiology and Biomedical Imaging

University of California, San Francisco

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Kenneth Gao

Radiology and Biomedical Imaging PhD Candidate

UC Berkeley/UCSF Joint Graduate Program in Bioengineering

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Aniket Tolpadi

Bioengineering Graduate Student

UC Berkeley/UCSF Joint Graduate Program in Bioengineering

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Workshop learning objectives:

·     How to load data

·     Data visualization

·     Data splitting and balancing

·     Loading a network

·     Transfer learning

·     Training Choosing loss function and architecture Hyperparameter optimization Overfitting

·     Testing Error analysis Performance metrics

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Participants should sign up for a Kaggle account prior to the workshop.

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CLICK HERE to RSVP

Details

Date:
October 20
Time:
3:30 pm - 5:30 pm
Event Category:

Details

Date:
October 20
Time:
3:30 pm - 5:30 pm
Event Category: