Yuhang Xu's repositories
2017-summer-workshop
Exercises, data, and more for our 2017 summer workshop (funded by the Estes Fund and in partnership with Project Jupyter and Berkeley's D-Lab)
awesome-phd
Curated list of awesome advice, tips, and resources to prepare for PhD/grad school.
awesome-phd-advice
Collection of advice for prospective and current PhD students
awesome-research
:seedling: a curated list of tools to help you with research/life
batch_image_prep
A snippet of python code to batch edit images to meet certain sizing requirements
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
bremen
bremen mixed models workshop March 2015
CDContextNorming-YuhangTest
CD in Context project
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
cs-self-learning
计算机自学指南
data_engineer_roadmap
Personal roadmap to guide my studies.
datafest_tidyverse_workshop
Instructions and material for DataFest Tbilisi 2018 Workshop.
eyetrackingR
This package is designed to make dealing with eye-tracking data easier. It addresses tasks along the pipeline from raw data to analysis and visualization.
IntroductionStatistics
An introduction to statistics from scratch. Prerequisites: Basic knowledge of R.
knitr_case_studies
Inference case studies in knitr
machine_learning_for_good
Machine learning fundamentals lesson in interactive notebooks
Perturb
Test robustness of models by adding random noise to selected variables
practical-python
Practical Python Programming (course by @dabeaz)
rstats-ed
List of courses teaching R
stat_rethinking_2022
Statistical Rethinking course winter 2022