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R4DS Advanced R Bookclub

THIS IS AN OLD REPOSITORY FOR THIS CLUB! SEE bookclub-advr FOR THE NEW ITERATION!

A weekly reading group following the chapters of Advanced R by Hadley Wickham (2nd ed)

Visit the #book_club-advanced_r channel on Slack to join the video chat!

This repo contains 3 main folders:

  • QandA: A bookdown collection of chapter questions and answers that come up during meetings (or between!). We're also using this to try to answer questions marked "started" in the solutions manual with the potential goal of submitting PRs with our own answers!

  • Presentations: each week a presenter will give a talk summarizing the chapter and/or discussing practical applications of the topic at hand. Here is a (WIP) guide for first-time presenters 😎

  • Data: Example datasets are stored in this folder to help facilitate practical applications - including beer production and beer reviews. Feel free to add your own!

Some helpful links:

Meeting Schedule

Cohort 2 [Americas]: (started 2020-07-30) - Thursdays, 7:30pm EDT/EST

Schedule
  • 2021-02-04 Chapter 22: Debugging - Mike Jeziorski
  • 2021-02-11 Chapter 23: Measuring Performance - Josh Pohlkamp-Hartt
  • 2021-02-18 Chapter 24: Improving Performance
  • 2021-02-25 Chapter 25: Rewriting R code in C++ - Kevin Kent
  • 2021-01-28 Chapter 22: Debugging
  • 2021-02-04 Chapters 23 & 24: Measuring & Improving performance
  • 2021-02-11 Chapter 25 Rewriting R code in C++
  • 2021-02-18 Book Recap and Reflection

Cohort 3 [Europe/Africa]: (started 2020-08-04) Tuesdays, 19:30 CET (CEST)

Schedule
  • 2021-01-05 Chapter 14: R6 - Part 2
  • 2021-01-12 Chapter 15: S4
  • 2021-01-19 Chapter 16: Trade-offs & Section 3 Recap
  • 2021-01-26 Chapter 16: Trade-offs & Section 3 Recap
  • 2021-02-02 Chapter 17: Big picture (of Metaprogramming)
  • 2021-02-09 Chapter 18: Expressions
  • 2021-02-16 Chapter 19: Quasiquotation
  • 2021-02-23 Chapter 20: Evaluation
  • 2021-03-02 Chapter 21: Translating R code
  • 2021-03-09 Section 4 Recap
  • 2021-03-16 Chapter 22: Debugging
  • 2021-03-23 Chapters 23 & 24: Measuring & Improving performance
  • 2021-03-30 Chapter 25 Rewriting R code in C++
  • 2021-04-06 Book Recap and Reflection

Cohort 4 (started 2020-10-05) Mondays, 17:00 ET

Schedule
  • 2021-01-04 Chapter 12 - Base types (OOP)
  • 2021-01-11 Chapter 13 - S3 - Roberto
  • 2021-01-17 Chapter 14: R6
  • 2021-01-18 Chapter 15: S4
  • 2021-01-25 Chapter 16: Trade-offs & Section 3 Recap
  • 2021-02-01 Chapter 17: Big picture (of Metaprogramming)
  • 2021-02-08 Chapter 18: Expressions
  • 2021-02-15 Chapter 19: Quasiquotation
  • 2021-02-22 Chapter 20: Evaluation
  • 2021-03-01 Chapter 21: Translating R code
  • 2021-03-08 Section 4 Recap
  • 2021-03-15 Chapter 22: Debugging
  • 2021-03-22 Chapters 23 & 24: Measuring & Improving performance
  • 2021-03-29 Chapter 25 Rewriting R code in C++
  • 2021-04-05 Book Recap and Reflection

Cohort 5 [Europe/Africa]: (started 2021-03-16) Tuesdays, 18:30 CET (CEST)

Schedule
  • 2021-03-23 Chapter 02: Names and Values - Hoda Mazaheri
  • 2021-03-30 Chapter 03: Vectors - Layla Bouzoubaa
  • 2021-04-06 Chapter 04: Subsetting - kayteeflick
  • 2021-04-13 Chapter 05: Control flow - Jiwan Heo
  • 2021-04-20 Chapter 06: Functions - Brett Longworth
  • 2021-04-27 Chapter 07: Enviroments - Adrian Fletcher
  • 2021-05-04 Chapter 08: Conditions - Mariela
  • 2021-05-18 Chapter 09: Functionals - Shamsuddeen
  • 2021-05-25 Chapter 10: Function Factories - Brett Longworth
  • 2021-06-01 Chapter 11: Function Operators - Jiwan Heo
  • 2021-06-08 Chapter 12-13: Intro to OOP & S3 - Hannes Oberreiter
  • 2021-06-15 Chapter 14: R6 - Hannes Oberreiter
  • 2021-06-22 Chapter 15: S4 - Brett Longworth
  • 2021-06-29 Chapter 16: Trade-offs - Shamsuddeen
  • 2021-07-06 Chapter 17: Big-Picture - Mariela
  • 2021-07-13 Chapter 18: Expressions - Hannes Oberreiter
  • 2021-07-20 Chapter 19: Quasiquotation - Shamsuddeen
  • 2021-07-27 Chapter 20: Evaluation - Jiwan Heo
  • 2021-08-03 Chapter 21: Translating R Code - Layla Bouzoubaa
  • 2021-08-17 Chapter 22: Debugging - Mariela
  • 2021-08-24 Chapter 23: Measuring performance - Brett Longworth
  • 2021-08-24 Chapter 24: Improving performance - Brett Longworth
  • 2021-08-31 Chapter 25: re-write R code in C++ - Hannes Oberreiter

Presentations & Recordings

Chapter 1 - Introduction

Chapter 2 - Names and values

Chapter 3 - Vectors

Chapter 4 - Subsetting

Chapter 5 - Control flow

Chapter 6 - Functions

Chapter 7 - Environments

Chapter 8 - Conditions

Section 1 - Foundations (Recap)

  • Cohort 3: Anna-Leigh Brown (SLIDES | video)

Chapter 9 - Functionals

Chapter 10 - Function factories

Chapter 11 - Function operators

Chapter 12 - OOP base types

Chapter 12 + 13 - OOP base types + S3

Chapter 14 - R6

Chapter 15 - S4

Chapter 16 - Tradeoffs/OOP Wrapup

Chapter 17 - Metaprogramming, big picture

Chapter 18 - Expressions

Chapter 19 - Quasiquotation

Chapter 20 - Evaluation

Chapter 21 - Translating R Code (Domain Specific Languages)

Metaprogramming Review

Chapter 22 - Debugging:

Chapter 23 / 24 - Measuring & Improving Performance:

Chapter 25: Rcpp

Book Recap

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