JuML

Julia Programming
for Machine Learning
SoSe 2025 @ TU Berlin.

Course overview

General Information Installation Getting Help

Julia basics

Types, Functions & MD Arrays & Linear Algebra Custom Types

Julia ecosystem

Plotting & DataFrames Machine Learning Automatic Differentiation Deep Learning

Workflows

Overview Environments Enhancing the REPL Setting up a Package Writing a Package Testing Hosting on GitHub Documentation Debugging Profiling Scripts & Experiments

Homework

Week 1 Week 2 Week 3 Week 4

Last modified: April 17, 2025.
Website, code and notebooks are under MIT License © Adrian Hill.
Built with Franklin.jl, Pluto.jl and the Julia programming language.