This repository contains teaching material for an introductory machine learning course. You can find a static preview (i.e. sliders etc. won't work) of the Pluto notebooks used in this course here.

To use the code, please download julia (at least version 1.6) open julia and install the code in this repository with

julia> using Pkg
       Pkg.develop(url = "https://github.com/jbrea/MLCourse#main")
       Pkg.activate(joinpath(Pkg.devdir(), "MLCourse"))
       Pkg.instantiate()

To use the notebooks, start julia and type

julia> using Pkg; Pkg.activate(joinpath(Pkg.devdir(), "MLCourse"))
       using MLCourse
       MLCourse.start()

To reduce loading times of the pluto notebooks you can create a custom system image with

julia> using Pkg; Pkg.activate(joinpath(Pkg.devdir(), "MLCourse"))
       using MLCourse
       MLCourse.create_sysimage()