Scientific Python and Julia tutorials

2 of 22 tutorials

Tool Julia Beginner 50 min

HypothesisTests.jl from the ground up: do two samples really differ?

Afterwards you can describe two samples in Julia, test whether they differ with HypothesisTests.jl, and report the effect size with a confidence interval.

Statistics Cross-disciplinary

Recipe Julia Beginner 5 min

Fit a curve with error bars and draw a confidence band in Julia

Afterwards you can fit a model to data with known uncertainties using LsqFit, report parameter errors you can defend, and shade a confidence band.

Curve fittingStatistics Cross-disciplinary