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adv-r

Advanced R programming: a book

awesome-zsh-plugins

A collection of ZSH frameworks, plugins & themes inspired by the various awesome list collections out there.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

coursework

track self study (MOOC coursework, working through text books etc)

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

get-and-clean-data-proj

Course Project Repo for Coursera course "Getting and Cleaning Data"

image-crop-analysis

Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

labs

Labs for the Foundations of Applied Mathematics curriculum.

mathbook

MathBook XML

ph-roadmap

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

rep-res-book

Source code files for the book Reproducible Research with R/RStudio

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

rethinking

Statistical Rethinking course and book package

snowplow

Enterprise-strength web, mobile and event analytics, powered by Hadoop, Kinesis, Redshift and Elasticsearch