R package for Gaussian process modeling

R Package of Geospatial Shapefile of China Administrative Divisions to the County/District-Level.

An R package for causal inference in time series

Statistical Rethinking Course for Jan-Mar 2023

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Fast Lane to Learning R!

nloptr provides an R interface to NLopt, a free/open-source library for nonlinear optimization providing a common interface to a number of different optimization routines which can handle nonlinear…

Workshop "Modern data management with R" taught at the Hertie School in January 2020

PDF Repository of switch score sheets.

A statistical framework that serves as a common interface to a large range of models

Common statistical tests are linear models (or: how to teach stats)

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

Generalized Synthetic Control Method

Synthetic difference in differences

Material for my proposed StanCon talk

🌎 machine learning tutorials (mainly in Python3)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

A list of popular github projects related to deep learning

An opinionated list of awesome Python frameworks, libraries, software and resources.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-ar…

Curated list of tools and resources related to the use of machine learning for cyber security

An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.

A topic-centric list of HQ open datasets.