Training materials
Licence: Creative Commons Attribution Non Commercial Share Alike 4.0 International
and Resource type: video
35 materials found
-
slides, video
High-performance computing in R
•• intermediateR HPC optimization parallel programming -
slides, video
GIS mapping with R
•• intermediateR GIS sf tmap raster leaflet ggplot2 mapview OSM -
video, workshop
Introduction to R for the humanities
• beginnerR HSS humanities -
slides, video
An introduction to deep learning, NLP, and LLMs
• beginnerAI deep learning machine learning NLP LLM -
slides, video
Bayesian inference in JAX
• beginnerJAX Bayesian statistics -
slides, video
An introduction to machine learning for the humanities
• beginnerAI machine learning deep learning humanities HSS -
slides, video
Image upscaling
• beginnerAI deep learning PyTorch SwinIR super-resolution -
video
fastai: a deep learning library for fast implementation and research
• beginnerAI deep learning fastai PyTorch -
slides, video
ML experiment tracking with MLflow
•• intermediateAI deep learning machine learning MLflow experiment tracking -
slides, video
Accelerated array computing & AD with JAX
• beginnerAI deep learning JAX Python automatic differentiation GPU TPU accelerator