PACE Applications of Machine Learning

Event Details
  • Date/Time:
    • Wednesday April 28, 2021
      2:00 pm - 3:45 pm
  • Location: Virtual Online
  • Phone:
  • URL: Register
  • Email:
  • Fee(s):
    N/A
  • Extras:
Contact

Chris Blanton

chris.blanton@gatech.edu

Summaries

Summary Sentence: Your First Machine Learning Project!

Full Summary:

 

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

 

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. 

 

Additional Information

In Campus Calendar
Yes
Groups

Georgia Tech High Performance Computing (PACE)

Invited Audience
Faculty/Staff, Postdoc, Graduate students, Undergraduate students
Categories
Training/Workshop
Keywords
machine learning, Python, PACE
Status
  • Created By: cblanton7
  • Workflow Status: Published
  • Created On: Jan 7, 2021 - 12:36pm
  • Last Updated: Jan 28, 2021 - 5:10pm