pearc25-tapis-tutorial GitHub

Trustworthy, Reproducible Machine Learning with Tapis

Schedule

  • 9.00 AM - Welcome
  • 9:05 AM - Introduction to Tapis and Tapis UI (Joe)
  • 10:00 AM - Creating Tapis Systems (Anagha) and Tapis Apps (Steve)
  • 10:30 AM - Half-Hour Break
  • 11:00 AM - Running an ML Tapis application using Tapis jobs (hands-on) sentiment analysis (Anagha and Steve)
  • 11:30 AM - Introduction to Tapis Pods and deploy Pod instances (Lecture + hands-on) (Christian)
  • 12:10 AM - Introduction to Tapis Workflows (Lecture) (Nathan)
  • 12:30 PM - One Hour Lunch Break
  • 1:30 PM - Creating an ML workflow (hands-on) (Nathan)
  • 2:15 PM - Advanced Topics
  • 3:00 PM - Overview of more Tapis use cases and integrations (ICICLE camera traps, Astriagraph,UH) (Joe and Sean)
  • 3:30 PM - Half-Hour Break
  • 4:00 PM - Potential Tapis Use Cases (discussion with attendees)
  • 4.45 PM - Tutorial wrap-up

The resources you will be using today are provided by funding from the National Science Foundation:

Intro to Tapis

Jupyter Notebook

Tapis Systems

Natural Language Processing

Tapis Apps

Tapis Jobs

Tapis Pods

Tapis Workflows

Documentation