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Bda_course_aalto ⭐ 2,099

Bayesian Data Analysis course at Aalto

Bayesian Statistics ⭐ 310

This repository holds slides and code for a full Bayesian statistics graduate course.

Bayes_computing_course ⭐ 208

Machinelearning ⭐ 146

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/ 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.

Statistical Rethinking ⭐ 114

An interactive online reading of McElreath's Statistical Rethinking

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Awesome Machine Learning ⭐ 84

📖 List of some awesome university courses for Machine Learning! Feel free to contribute!

Chi_course_2019 ⭐ 67

ACM SIGCHI 2019 Course on Bayesian Methods for Interaction

Bml Course ⭐ 62

Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille

Statistics_notes ⭐ 61

Statistics, data analysis tutorials and learning resources

Stats331 ⭐ 42

Lecture notes for an introductory undergraduate course in Bayesian Inference

Stats Shortcourse ⭐ 41

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.

Course 5SSD0 - Bayesian Machine Learning and Information Processing

Advbayeslearncourse ⭐ 25

Course material for the PhD course in Advanced Bayesian Learning

Computational_statistics ⭐ 25

Course materials for Computational Statistics, PhD course at EMAp.

Bayes Course ⭐ 22

An introduction to Bayesian data analysis with Stan (a work in progress)

Pymc3_euss ⭐ 21

Course in Probabilistic Programming in Python for the 2018 EU Summer School

Advanced Deep Learning ⭐ 18

Files for the Advanced Machine Learning Coursera course

Campaignplanner_v3 ⭐ 16

Shiny demo of A/B test planning and evaluation (improved UI for A/B testing method taught in free video course)

Machine learning and Databases at CAUP/IA in 2019

Bayes_course_july2020 ⭐ 11

Course materials for short course on Bayesian computation

Bhm_course ⭐ 9

Course notes, worksheets, and timetable for Bayesian Hierarchical Modelling course

Bnp Course ⭐ 8

Material for a short graduate course on Bayesian nonparametrics

Course_statistics ⭐ 7

Material related to an Introductory Statistics Course

Uncertainty_course ⭐ 6

Course materials for WILD6900: Applied Bayesian Analysis for Ecological Data

Hands On Bayesian Methods With Python ⭐ 5

Hands-On Bayesian Methods with Python

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