Overview

  • Python on Talon
    • Load python
    • pip install
    • Virtual Enviroment
    • Keras, Tensorflow, Pytorch
    • [Hands-on] Mahcine Learning - Predict diabetes using Keras
    • [Hands-on] Use GPU / GPUs on your Machine Learning model
  • Jupyter Notebook on Talon
    • Load modules
    • Open a notebook on Talon (batch and interactive session)
    • [Hands-on] Mahcine Learning - Predict diabetes using Keras
  • Questions

Python on Talon

Please follow this link here

To download all materials:

$ git clone https://github.com/gmihaila/unt_hpc.git

Path to today workshop files:

$ cd unt_hpc/tutorial_materials/may_1_2019/

Jupyter Notebook on Talon

Please follow this link here

Use same materials.

Talon Supports Machine Learning

Fast prototyping.

Machine Learning code templates.

Model Interpretation.

Big Data pipelines.

Workshops and tutorials.

Future Workshops & Tutorials

Intro to Word Embeddings

Discovery Park F285 - Thursday, May 2, 2019 - 2:30pm

Intro to using Git Lab

Discovery Park F285 - Friday, May 3, 2019 - 2:30pm

Future Workshops & Tutorials

Intro to Word Embeddings

Discovery Park F285 - Thursday, May 2, 2019 - 2:30pm

  • What are Word Embeddings and why we care
  • [Hands-On] How to work with text data on Talon using Python
  • [Hands-On] Train your own word embeddings
  • [Hands-On] Load pre-trainned word embeddings
  • [Hands-On] Predict Movie Review Sentiment
  • Please bring your own laptop/computer with an internet connection and at least Google Chrome browser installed: https://www.google.com/chrome/b/

Future Workshops & Tutorials

Intro to Word Embeddings

Discovery Park F285 - Thursday, May 2, 2019 - 2:30pm

  • Intro to using Git Lab

    Discovery Park F285 - Friday, May 3, 2019 - 2:30pm

  • [Hands-On] Intro on what is Git.
  • [Hands-On] Navigate Git
  • [Hands-On] Clone / Create repository
  • [Hands-On] Do push and pull
  • [Hands-On] Create a branch

  • Please bring your own laptop/computer with an internet connection and at least Google Chrome browser installed: https://www.google.com/chrome/b/

Other Talon resources

Thank you!