Introduction to Julia for HPC and Machine Learning

Course content for the LRZ course on Julia with a specific focus on HPC and machine learning. The content builds up from the introduction to the basics of Julia including the multiple-dispatch system and its vibrant package ecosystem to then advance Gaussian processes, Bayesian deep learning, data-driven proposals and differential programming.