dataeducation Goto Github PK

data_sci_guide

A community-sourced data science repo.

data_to_viz

Leading to the dataviz you need

dataviz

A book covering the fundamentals of data visualization.

debugging

Talk about general debugging strategies. How to be less confused and frustrated.

designing.ggplots

Install Workshop Materials for Designing ggplots

dry-r-package-development

Tips on not repeating yourself during R package development

dsbook

Repository for data science book

epurate

A clean R Markdown template for your reports

erum2020program

e-Rum2020 program and materials

fertile

creating optimal conditions for reproducibility

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

first-contributions

Helping you make your first pull request!

g2r

📈Grammar of graphics for interactive visualisations

ggplot2-book

The ggplot2 book

ghactionsbyexample

GitHub Actions by Example

gistraddin

Create Github gist in RStudio

git-it-electron

💻 🎓 Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub

github-readme-stats

:zap: Dynamically generated stats for your github readmes

github-tutorial

A tutorial on the use of git, and GitHub for open and reproducible science. See the live version of this here: https://aezarebski.github.io/misc/github-tutorial/README.html

gobyexample

Go by Example

gradual_shiny

Workshop introducing Shiny programming concepts

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hierarchical-models

A Visual Introduction to Hierarchical Modeling

hopr

This is the website for "Hands-On Programming with R," a book that teaches how to program in R, with hands-on examples.

installations_mac_ubuntu_windows

Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).

introtor

Materials for 2018 rstudio::conf shortcourse, Introduction to R & RStudio

inzight

iNZight GUI package using reference classes

islr-tidymodels-labs

jsmodule

RStudio Addins and Shiny Modules for Medical Research