Temporary campus guidelines for any gathering other than academic classes, professional education programs (GTPE), or department meetings are available at specialevents.gatech.edu/fall-2020-events.


Tuesday, September 29 2020
2:00pm - 3:45pm
Virtual Online
For more information:

Chris Blanton

chris.blanton@gatech.edu

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PACE Applications of Machine Learning

 

Actually doing your first Machine Learning project can be challenging: How to handle the data? How to identify what is important in the data? How to visualize correlations? How to evaluate your model? How to avoid some common pitfalls? In this workshop, we will work-through a first project in machine learning. We will begin with a concept of a project, ingest the data, visualize and view potential correlations, select, train our model, and evaluate the model. Focusing on the detection of breast cancer as our goal The technologies that will be covered in this workshop include:

  • Neural Networks
  • Python 3
  • Pandas
  • Seaborn
  • Scikit-learn
  • Tensorflow 2
  • The class will contain hands-on parts which will be completed on PACE resources within Jupyter Notebooks. 

 

Prerequisites: Some familiarity with Python.

 

Registered participants will receive an email with the online meeting details prior to the date of the workshop. 

Register at http://trains.gatech.edu/courses/index#view-16113