Courses | Homer Durand

Courses

Probability and Uncertainty (ISP 2025)

01 - An introduction to objective bayesianism with climate science examples March 20, 2024
03 - An introduction to ensemble forecasting March 20, 2024
04 - An introduction to the validation of probabilistic forecasting March 20, 2024
02 - An introduction to uncertainty quantification of physical simulation April 3, 2023

Diluted Causality

01 - From causal inference to out-of-distribution generalization simulation April 3, 2023
02 - Anchor Regression as a diluted form of causality April 3, 2023

Diluted causality

03 - Anchor regression generalisation for multivariate algorithms April 3, 2023
03 - Generalizing Anchor Regression to Multivariate Algorithms April 3, 2023

Detection and Attribution (ISP 2025)

05 - An introduction to detection and attribution of climate change April 3, 2023
06 - An introduction to extreme events attribution April 3, 2023

Other Courses