JuML
Julia programming for ML
SoSe 2024 @ TU Berlin.
Course overview
General Information
Installation
Getting Help
Julia basics
Types, Functions & MD
Arrays & Linear Algebra
Dicts, Sets and Custom Types
Julia ecosystem
Plotting & DataFrames
Machine Learning
Automatic Differentiation
Deep Learning
Workflows
Scripts, Experiments & Packages
Profiling & Debugging
Homework
Week 1
Week 2
Week 3
Week 4
Last modified:
April 15, 2024.
Website, code and notebooks are under
MIT License
©
Adrian Hill
.
Built with
Franklin.jl
,
Pluto.jl
and the
Julia programming language
.