Accelerate your data science pipeline with RAPIDS on NVIDIA GPUs
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.
An introduction to machine learning with Python
An introduction to using the Biopython package to develop Python scripts for bioinformatics analysis.
An introduction to scientific image processing with the Python OpenCV package. Topics include splitting and merging of color channels, morphological filters, image thresholding and segmentation.
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.
This short course is an introduction to the Python programming language for beginners. No previous experience with programming is required.