Tutorials

Learn what to do and how to do it!

Multi-Armed Bandits

Trying to select the best intervention out of a set of available options? Multi-armed bandits may be to the tool for you! Learn about them here.

Posted by James Rigby on September 3, 2020

The Classification Cookbook: Chapter 3

Identifying Latent Categories using Latent Class Analysis

Posted by James Rigby on March 21, 2020

The Classification Cookbook: Chapter 2

Bayesian Learning with MCMCs and Laplace Approximation

Posted by James Rigby on February 1, 2020

Adaptive Moments Gradient Descent

Online Optimization for Big Data and Big Models.

Posted by James Rigby on January 1, 2020

The Classification Cookbook: Chapter 1

Learn how to implement logistic regression from scratch!

Posted by James Rigby on November 5, 2019

Simple Linear Regression

Learn the basics of regression in R.

Posted by James Rigby on November 21, 2019

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