Duke Institute for Brain Sciences Methods Meetings

Intro to Probabilistic Programming with Stan

In this tutorial we’re going to talk about what probabilistic programming is and how we can use it for statistical modeling. If you aren’t familiar at all with Bayesian stats,...

Multivariate Pattern Analysis

Why are we even here?

Machine Learning Basics

General Machine Learning

Online Data Collection with Qualtrics, MTurk, and SONA

A brief intro to the most useful kind of algebra (linear)

If you’ve ever wondered how R or python gives you regression coefficients, the answer is linear algebra! Linear algebra operations are essential to almost all modern methods for analyzing or...

Data wrangling in the tidyverse

Today we’re going to tackle a common problem faced by graduate students: you brainstormed to design an experiment with your PI, toiled away programming the task, put it out into...