PACE - Introduction to Deep Learning

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Event Details
  • Dates/Times:
    • Wednesday June 17, 2020
      1:30 pm - 4:30 pm
    • Friday July 17, 2020
      1:30 pm - 4:30 pm
  • Location: Online
  • Phone: 4048941863
  • URL:
  • Email: nuyun@gatech.edu
  • Fee(s):
    0
  • Extras:
Contact

Dr. Nuyun Zhang (Nellie), nuyun@gatech.edu

Summaries

Summary Sentence: Hands-on Workshop - Introduction to Deep Learning

Full Summary: Workshop Content

  • Deep learning concept and workflow
  • Bias/variance, regularization, optimization algorithm, hyperparameter tuning
  • Computer Vision with deep learning (Convolutional Neural Network)
  • Natural language processing with deep learning (RNN, Word Embedding, Attention). We will run one example with multiple algorithms and tune the parameters to show different results.
  •  Pipeline with GPU, CPU
  • It will focus on programming with TensorFlow2.2 
Upcoming Offerings via Blue Jeans
  • Wednesday June 17, 2020, 1:30 PM - 4:30 PM
  • Friday July 17, 2020, 1:30 PM - 4:30 PM
 Click  Registration   We will provide PACE clusters and also Cloud environment as the computational resource during the sessions. You will get a follow up email once your registration is confirmed, so that you can setup your account with PACE, and read prerequisite materials. Due to space limits, we cannot guarantee that your spot until you receive a confirmation email.  For a long waiting list, we may consider adding another offering soon and we will let you know. Thanks for your understanding. If you have any questions or suggestions, please contact the course instructor Dr. Nuyun Zhang (Nellie) at nuyun@gatech.edu. Thank you!

Hands-on workshop of Introduction to Deep Leanring

  • Deep learning concept and workflow
  • Bias/variance, regularization, optimization algorithm, hyperparameter tuning
  • Computer Vision with deep learning (Convolutional Neural Network)
  • Natural language processing with deep learning (Word Embedding, RNN, Attention). We will run one example with multiple algorithms and tune the parameters to show different results.
  • Pipeline with GPU, CPU
  • It will focus on programming with TensorFlow2.2 

Upcoming Offerings via Blue Jeans

  • Wednesday June 17, 2020, 1:30 PM - 4:30 PM
  • Friday July 17, 2020, 1:30 PM - 4:30 PM

 Click  Registration

 

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
Pace Classes, machine learning, deep learning, TensorFlow, CNN, RNN, GPU
Status
  • Created By: nzhang308
  • Workflow Status: Published
  • Created On: Jun 11, 2020 - 8:57am
  • Last Updated: Jun 11, 2020 - 3:49pm