For anyone interested on GitHub - pszufe/MIT_18.S097_Introduction-to-Julia-for-Data-Science: MIT_18.S097 you can find YouTube videos of all courses that we have taught. They cover eight topics:
- first steps with Julia.
- Working with tabular data.
- Basic predictive models (GLM.jl)
- Advanced predictive models (MLJ.jl, @ablaom - we have started teaching MLJ.jl finally
) - Optimization with JuMP.jl
- Analyzing graph data with Graphs.jl
- Deployment of Julia in production
- Introduction to parallel computing using Julia
I hope it will be useful.