Machine Learning for Public Policy Blog

Neural Networks

Prediction
Neural Networks
Retirement policies
Classification
R
Python

This post serves as a discussion board for the neural networks session of the ML4PP course.

Random Forests

Prediction
Tree-based methods
Random Forests
Classification
R
Python

This post serves as a discussion board for the fourth tab in the ML4PP course: Tree-based methods: Random Forests

Logistic Classification

Prediction
Policy
Logistic Regression
Classification
R
Python

This post serves as a discussion board for the third tab in the ML4PP course: Supervised Classification: Logistic Regression.

Introduction to R and Python

R
Rstudio
Python
Welcome

This post serves as a discussion board for the first tab in the ML4PP course: Introduction to R and Python and, of course, a general welcome to the course.

Prediction Policy Problems

Prediction
Policy
Linear Regression
Lasso
R
Python

This post serves as a discussion board for the second tab in the ML4PP course: Prediction Policy Problems.

More articles »

Machine Learning for Public Policy Blog