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Research Computing and Data Workshops

Introductory Sequence

Introduction to Linux
Introduction to Palmetto

R

Introduction to R
Machine Learning using R

Python

Introduction to Python Programming
Machine Learning using Python
Deep Learning in Python
Big Data Analytics in Python
- Introduction to Apache Spark
- Launching the Spark cluster
HPC Python on Palmetto 2

Deep Learning

Deep Learning in Pytorch
Advanced Deep Learning in Pytorch

Large language models (LLMs)

Attention, Transformers, and LLMs: a hands-on introduction in Pytorch
Running LLMs on Palmetto
Fine-tuning LLMs on Palmetto

Advanced Palmetto Usage

Containerization on Palmetto (under development)
Advanced Scheduling (under development)

Software Development Life Cycle

Introduction to Version Control with Git and GitLab

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By Linh Ngo

Research Computing and Data Workshops is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.