Julia for economics

An introduction to Julia for students who want to use computational methods in economics. Work through the notebooks in order; download the source to run or modify examples in Pluto.

1. Introduction to Julia · Pluto source (.jl)

2. Language essentials · Pluto source (.jl)

3. Scientific computing · Pluto source (.jl)

4. Data analysis · Pluto source (.jl)

Further resources

1. Interactive Computational Thinking — MIT

2. Julia Programming for Machine Learning

3. Scientific Computing (Wissenschaftliches Rechnen)

4. Julia Data Science

5. Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence

6. Bayesian Statistics using Julia and Turing

7. Quantitative Economics with Julia — Quantitative Economics with Julia

The exported notebooks load the Pluto viewer from a CDN. To execute Julia code, open the .jl file in a local Pluto session.