This lesson is being piloted (Beta version)

SMU Research Computing

Instructor

  • Instructor: Tue Vu, PhD
  • Office: 119 Ford Hall, SMU
  • Email: tuev@smu.edu

SMU SuperPOD 101

Course Outline

Topic

Description

Setup Preparing for the course
1. Using ArcPy to partition grid into smaller boxes Using ArcPy to divide the shapefile into smaller boxes
2. Uploading GIS file to request download from NEAR using API How to upload GIS data to NEAR website using API?
3. Downloading requested jobs from NEAR using API How to automatically download jobs from NEAR website using API?
4. Tunneling Jupyter Lab in SuperPOD How to use Jupter Lab in SuperPOD?
5. Using NGC Container in SuperPOD How to use NGC Container in SuperPOD?
6. Fine-tuning GPT3 using OpenAI API How to train GPT3 using OpenAI API Platform
7. Creating an AI chatbot using HuggingFace pretrained How to create an AI chatbot
8. Question Answering with BERT using content How to create an AI chatbot with content using BERT
9. Install ArcPy to M2 JHub How to install Arcpy to ManeFrame2
Finish

The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.