Advbayeslearncourse Alternatives

Course material for the PhD course in Advanced Bayesian Learning
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avehtari/BDA_course_Aalto 2,099 0 0 about 2 years ago 0 1 TeX
Bayesian Data Analysis course at Aalto
storopoli/Bayesian-Statistics 310 0 0 about 2 years ago 0 1 cc-by-sa-4.0 Typst
This repository holds slides and code for a full Bayesian statistics graduate course.
fonnesbeck/Bayes_Computing_Course 208 0 0 over 4 years ago 0 1 mit Jupyter Notebook
CompPhysics/MachineLearning 146 0 0 over 2 years ago 0 7 cc0-1.0
Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms.
waldronlab/Statistical-Rethinking 114 0 0 almost 8 years ago 0 1 other Rebol
An interactive online reading of McElreath's Statistical Rethinking
junpenglao/Bayesian-Cognitive-Modeling-in-Pymc3 90 0 0 over 8 years ago 0 0 Jupyter Notebook
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
RatulGhosh/awesome-machine-learning 84 0 0 over 6 years ago 0 0 apache-2.0
:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
StatsWithR/book 67 0 0 about 3 years ago 0 6 cc0-1.0 CSS
johnhw/chi_course_2019 67 0 0 almost 7 years ago 0 0 Jupyter Notebook
ACM SIGCHI 2019 Course on Bayesian Methods for Interaction
rbardenet/bml-course 62 0 0 about 2 years ago 0 1 TeX
Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille
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