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Advanced Data Science 2020 Edition

beyondmlr

Repo for July 2020 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/

bookclub-advanced_r

bookclub-modern_dive

bookclub-r_for_data_science

course-harrell-biostats

data-screencasts

Code from live exploratory analyses of data in R

dgrtwo.github.com

My website

eknackstedt

Personal website of Erick Knackstedt

feat-engineering-slides

Slides for study group on "Feature Engineering and Selection..."

fes

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

funneljoin

Join tables based on events occurring in sequence in a funnel.

joy-of-fp

Supplemental materials for "The joy of functional programming"

pragmatic-git-course

Up and Running with Git: A pragmatic, UI-based Approach Course Repo

python-for-absolute-beginners-course

Code samples and other handouts for our course.

remaster-the-tidyverse

This is a planning repository where I develop Tidyverse-related workshops.

rethinking

Statistical Rethinking course and book package

tidy-tuesday

Website for Tidy Tuesday data set analysis.

vacuum

Tukey's Vacuum Cleaner