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Fall 2018 repository with course materials for JHU Advanced Data Science

HTML 21 11 Updated Nov 14, 2018

Materials for GWU DNSC 6279 and DNSC 6290.

Jupyter Notebook 135 97 Updated Oct 2, 2018

this repository accompanies my forthcoming book "Grokking Deep Learning"

Jupyter Notebook 1,353 231 Updated Nov 2, 2018

A utility-first CSS framework for rapid UI development.

CSS 7,727 368 Updated Nov 17, 2018

Simple event-based narrative model in Javascript

JavaScript 2 Updated Oct 31, 2018

Code and analysis for the Pudding's text mining project 🎥💃🏻

74 11 Updated Aug 22, 2017

Statistical Rethinking course and book package

R 643 203 Updated Nov 12, 2018

Talk on the statistician/data scientist as project manager.

12 1 Updated Nov 8, 2018

Extensions and additions to vcd: Visualizing Categorical Data

R 6 Updated Jun 4, 2018

Data and methodology for the Big Mac index

Jupyter Notebook 544 89 Updated Oct 11, 2018

An 8 page guide to starting with R

TeX 47 16 Updated Nov 11, 2018

vtreat is an R data.frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner.

HTML 180 25 Updated Nov 5, 2018

Drawing textured rectangles and bars with ggplot

R 58 4 Updated Oct 1, 2018
Jupyter Notebook 3 Updated Oct 3, 2018

Expressing PIDs in Dublin Core

3 1 Updated Sep 21, 2018

#rstats dataviz showing indices of deprivation in 'lava lamps'

R 12 6 Updated Aug 19, 2018

Zotero Translators

JavaScript 321 279 Updated Nov 16, 2018

Women In Data Science ATX - 👻 Making GitHub Less Scary

Jupyter Notebook 4 Updated Oct 12, 2017

Life & Times of a Reproducible Clinical Project

CSS 5 2 Updated Sep 10, 2018

Algorithms course materials for the Lede program at Columbia Journalism School

Jupyter Notebook 126 32 Updated Sep 13, 2018

Material for my satRdays Amsterdam on dplyr

23 3 Updated Sep 9, 2018

Sobering things about Excel

40 1 Updated Jul 18, 2016

Data, Prediction, and Law

Jupyter Notebook 8 4 Updated Nov 14, 2018

Tidy machine learning pipelines

R 125 26 Updated Jun 6, 2017

List of textual data sources to be used for text mining in R

58 6 Updated Aug 25, 2018

Simple PDF text extraction

Python 100 16 Updated Oct 28, 2018

JSM 2018 "An Emerging Ecosystem for Data Science/Statistics Education"

24 3 Updated Jul 31, 2018

How to Use R with Excel: A Comprehensive Guide to Transitioning from Excel to R

HTML 17 5 Updated Oct 14, 2018

Be nice on the web

R 81 4 Updated Oct 21, 2018

Reproduce "Regional population structures at a glance"

R 58 14 Updated Sep 25, 2018