JuML
Julia Programming
for Machine Learning
SoSe 2024 @ 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:
September 06, 2024.
Website, code and notebooks are under
MIT License
©
Adrian Hill
.
Built with
Franklin.jl
,
Pluto.jl
and the
Julia programming language
.