jknowles/ethical_data_science_reader

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Created over 5 years ago
Updated over 5 years ago

jknowles/ethical_data_science_reader

jknowles

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Readings in the ethics of doing data science.

merTools

Convenience functions for working with merMod objects from lme4

r_tutorial_ed

R Tutorial for Educational Data Users

eeptools

Educational Evaluation and Policy Tools for R

SEMtutorialsR

Tutorials for doing structural equation modeling in R.

datasynthR

Functions to procedurally generate synthetic data in R for testing and collaboration.

MultilevelModelTutorialsR

A series of tutorials for multilevel modeling in R!

EWStools

Tools for automating the testing and evaluation of education early warning system models

maintainr

Functions to make R installations easier to maintain across machines and operating contexts

ModelEWS

A repository showing an example of integrating a machine learning based dropout early warning system into a data warehouse workflow.

EWS_Presentation

A generic talk about the machine learning approach to EWS models.

DEWSatDoGoodData2016

Presentation on Wisconsin Dropout Early Warning System (DEWS) at DoGoodData 2016

eddatadoneright

Homepage for the book Education Data Done Right

opensdp_predictive_analytics

Predictive Analytics Guide for OpenSDP

knowlesSDPpresentation12

Slides for my presentation to the Strategic Data Project Summer Institute for Leadership in Analytics

Rbootcamp

Training modules for R built for the web!

useRtalk

My userR lightning talk for 2012.

dataviz2016

The 2016 new and improved version of my data visualization talks and tutorials.

data_pipeline_ipeds_example

Example of a data pipeline using IPEDS to demonstrate data management practices for SDP Fall Workshop 2022.

ham

Human Augmented Matching (HAM)

PackagingWithR

Knowles presentation about building R packages to MadR user group on 4/17/2015.

dataviz4ed

A presentation on using data visualization in education research and policy analysis.

GovAdminDataTalk

A talk about the potential for rigorous research using administrative databases - with examples from the government sector.

dataviz2015

2015 version of data visualization talk. Now updated with RMarkdown and a handout.

cultivate-cafe

Cultivate Cafe Homepage

oligarcher

A web browser extension to replace the word billionaire with oligarch

statsdc12-presentation

Presentation for the STATS-DC conference in Washington D.C. on 7/11/2012