Python
Introduction to PyTorch for HPC
An introduction to devlopment with PyTorch and HPC.
The NVIDIA RAPIDS Library
Accelerate your data science pipeline with RAPIDS on NVIDIA GPUs
Distributed Deep Learning with GPUs on HPC
This hands-on workshop provides an overview of neural networks with a focus on GPUs. Example codes will be provided in both Tensorflow and Pytorch and how to use them on Rivanna.
Biopython
An introduction to using the Biopython package to develop Python scripts for bioinformatics analysis.
Machine Learning with Python
An introduction to machine learning with Python
High Performance Programming in Python
Python, like most interpreted languages, can be very slow. But there are best practices and some programming tricks that can speed it up considerably. This can make the difference between finishing the work in an acceptable time, or being unable to finish a project.
Introduction to Programming in Python
This short course is an introduction to the Python programming language for beginners. No previous experience with programming is required.