datarich(ard)

a personal journey into data science

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Hello World

these are the notes of an ex-cognitive-neuroscientist trying to pivot to datascience.



Getting started

Install R, Rstudio, Jupyter notebooks for R, and RStan

Math in markdown

Pretty tables

Easy github publishing


Modelling & Bayesian inference

RCT in schools

Finite mixture models with brms

Bayesian partial pooling shrinkage magic

Aggregated regression in R

Power simulations in R


Dataviz

US election 2020

Depicting large data sets

Intro to tidyverse


Learning d3

Moving bubble plot


source



Animated small multiples


source