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: https://www.youtube.com/playlist?list=PLkBQOLLbi18NcEF5oHDc_lyOTLJu8EVmm
Neuromatch Academy (NMA) is a massive, interactive, online summer school experience spanning from hands-on modeling experience to meta-science 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, in-person summer schools in the past, but created NMA in response to the COVID-19 pandemic.
Website: https://neuromatch.io/academy/
Twitter: https://twitter.com/neuromatch