Description: The intro covers an overview of generalized linear models for different types of output and different likelihoods. We also review maximum likelihood estimation for the parameters and issues around overfitting and regularization.

We thank Tara van Viegen for editing this video.

Playlist Link:    • Generalized Linear Models  

Neuromatch Academy (NMA) is a massive, interactive, online summer school experience spanning from handson modeling experience to metascience interpretation skills across just about everything that could reasonably be included in the label "computational neuroscience". We're a group of neuroscientists from around the globe who have run smaller, inperson summer schools in the past, but created NMA in response to the COVID19 pandemic. 

Website: https://neuromatch.io/academy/
Twitter:   / neuromatch