berkeley-scf / r-bootcamp-fall-2020
Materials for the August 2020 virtual R bootcamp at UC Berkeley. See below (under the listing of files) for information about the bootcamp, including logistics, how to get the course content, and how to install the software you need for the bootcamp on your laptop.
☆19Updated 4 years ago
Alternatives and similar repositories for r-bootcamp-fall-2020:
Users that are interested in r-bootcamp-fall-2020 are comparing it to the libraries listed below
- D-Lab's 6 hour introduction to machine learning in R. Learn the fundamentals of machine learning, regression, and classification, using t…☆46Updated 2 years ago
- Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis…☆124Updated last year
- Material for a workshop on Bayesian stats with R☆73Updated 6 months ago
- These are the files for the walk-through example at the end of the data wrangling workshop(s)☆25Updated 4 years ago
- Materials for Introduction to Data Science in the Tidyverse, a two-day workshop @ rstudio::conf 2020☆75Updated 5 years ago
- D-Lab's 6 hour introduction to data wrangling with R. Learn how to manipulate dataframes using the tidyverse in R.☆38Updated 2 years ago
- Regression and Other Stories - Tidyverse Examples☆102Updated 3 years ago
- Survival analysis workshop using R☆50Updated 5 years ago
- Pre-lab exercises for STAT 220 labs at the University of St Thomas☆81Updated 9 months ago
- Outline for planning PhD projects☆108Updated 5 years ago
- Working through "Regression and other stories," one chapter at a time☆55Updated last year
- Replication code and downloadable example data sets for The Effect☆196Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 6 months ago
- The joy and power of functional programming in R☆28Updated 2 years ago
- Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles☆192Updated 4 years ago
- Syllabus for EC 607☆64Updated 4 years ago
- Materials for the August 2019 R bootcamp at UC Berkeley. See below (under the listing of files) for information about the bootcamp, inclu…☆21Updated 4 years ago
- Materials for the Teaching statistics and data science online workshops in July 2020☆56Updated 4 years ago
- R for Excel Users Workshop☆76Updated 4 years ago
- This is the repository for D-Lab's Geospatial Fundamentals in R with sf workshop.☆53Updated last year
- This repository holds all course materials for the fall 2020 offering of Statistics 243 at UC Berkeley.☆13Updated 4 years ago
- ☆21Updated 3 months ago
- BST 260: Introduction to Data Science Fall 2022 Course Repository☆32Updated 2 years ago
- This repository holds course materials for the fall 2021 offering of Statistics 243 at UC Berkeley.☆16Updated 2 years ago
- Suite of sensitivity analysis tools for OLS☆94Updated 5 months ago
- Advanced Data Science 2020 Edition☆75Updated last year
- ☆79Updated last year
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆134Updated 2 months ago
- Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The re…☆171Updated last year
- 🎓 GSU MPA/MPP course on data visualization with R and ggplot2☆85Updated 4 years ago