Data Analysis & Statistics

Hello everyone! This is where all the notes relating to data analysis and statistics will go. Thank you to Steve Taylor and Jessie Runnoe who provided me with their course materials and good judgement. Let me know if I should add anything or if you have any questions!!

Useful Packages & Tips

Probability

Distributions

Frequentist Statistics

Bayesian Statistics

MCMC Simulations

Data Mining & Machine Learning

Deep Learning

Transformers & Large Language Models