A weekly reading group following the chapters of R for Data Science by Garrett Grolemund & Hadley Wickham
Visit the #book_club-r_for_data_science channel on Slack to join the video chat!
This repo contains 3 main folders:
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Presentations: each week a presenter will give a talk summarizing the chapter and/or discussing practical applications of the topic at hand.
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QandA: A collection of questions (and answers) on the chapters that come up during meetings (or between!)
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Data: Example datasets are stored in this folder to help facilitate practical applications!
- GitHub navigation: GitHub Web Editor | GitHub Local Setup
Cohort 2 [Africa/Europe] - (starting 2020-08-03) - Tuesdays, 19:30 CE(S)T
- 2020-12-28 Chapter 21 - Iteration
- 2021-01-04 Chapter 22 - Introduction (Modeling)
- 2021-01-11 Chapter 23 - Model basics
Future Meetings
- 2021-01-18 Chapter 24 - Model building
- 2021-01-25 Chapter 25 - Many models
Cohort 3 [Asia] - (starting 2020-12-08) - Tuesdays, 02:30 am UTC
- 2021-01-05 Chapter 6 - Workflow: scripts
- 2021-01-12 Chapter 7 - Exploratory Data Analysis
Future Meetings
- 2021-01-19 Chapter 8 - Workflow: projects
- 2021-01-26 Chapter 9 - Introduction (Wrangle)
Cohort 4 - (starting 2020-12-16) - Wednesdays, 06:00 pm CST
- 2020-12-16 Introduction
- 2020-12-23 Chapter 3 - Data visualization
- 2020-12-30 Chapters 4 & 5 - Workflow: basics; Exploratory Data Analysis
- 2021-01-06 Chapters 5 & 6 - Data Transformation; Workflow: scripts
- 2021-01-13 Chapter 7 - Exploratory Data Analysis
- 2021-01-20 Chapter 7 - Exploratory Data Analysis (Continued)
- 2021-01-27 Chapter 7 - Exploratory Data Analysis (Continued)
- 2021-02-03 Chapter 7 - Exploratory Data Analysis (Continued)
- 2021-02-10 Chapters 8 & 9 - Workflow: projects; Wrangle introduction
- 2021-02-17 Chapter 10 - Tibbles
- 2021-02-24 Chapter 11 - Data import
- 2021-03-03 Chapter 12 - Tidy data
- 2021-03-10 Chapter 13 - Relational data
- 2021-03-17 Chapter 14 - Strings
- 2021-03-24 Chapter 14 - Strings (Continued)
- 2021-03-31 Chapter 15 - Factors
- 2021-04-07 Chapter 16 - Dates & Times
Future Meetings
- 2021-04-14 Chapter 16, 17 & 18 - Dates & Times (Continued); Introduction: Program; Pipes
- 2021-04-21 Chapter 19 - Functions
- 2021-04-28 Chapter 20 - Vectors
- 2021-05-05 Chapter 21 - Iteration
- 2021-05-12 Chapter 22 & 23 - Introduction: Models; Model basics
- 2021-05-19 Chapter 24 - Model building
- 2021-05-16 Chapter 25 - Many models
- Cohort 1: Luke Morris (video | slides)
- Cohort 2: Alan Kinene (video | slides)
- Cohort 3: Adithi R. Upadhya (video | slides)
- Cohort 4: Ryan S (video | slides)
- Cohort 1: Luke Morris (video | Gina Reynolds' ggplot flipbook)
- Cohort 2: Kamran Khan (slides | video)
- Cohort 3: Arnab Dey (video)
- Cohort 4: Ryan S (video | slides)
- Cohort 1: Erick Knackstedt (video | slides)
- Cohort 2: Neha Moopen (video | SLIDES)
- Cohort 3: Deepthi (video)
- Cohort 4: Collin Berke (video | slides)
- Cohort 1: Silvia Canelón (video (merged with ch4) | slides)
- Cohort 2: Neha Moopen (video Pt.1 (merged with ch4), video Pt.2 | SLIDES)
- Cohort 3: Part 1: See Chapter 4
- Cohort 3: Part 2: Deepthi (video)
- Cohort 4: Collin Berke (video - part 1 | video - part 2 | slides)
- Cohort 1: Pavitra Chakravarty (video | slides)
- Cohort 2: Shamsuddeen Muhammad (video | SLIDES)
- Cohort 4: Ryan S (video | slides)
- Cohort 1: Pavitra Chakravarty (video (merged with ch6) | slides)
- Cohort 2: Shamsuddeen Muhammad (video (merged with ch6) | SLIDES)
- Cohort 4: Ryan S (video - part 1 | video - part 2 | video - part 3 | video - part 4 | slides part - 1 | slides part - 2 | SLIDES - PART 3 | slides part - 4)
- Cohort 1: Luke Morris (video | slides)
- Cohort 2: Kamran Khan (video | SLIDES)
- Cohort 4: Collin Berke (video | slides)
- Cohort 1: Luke Morris (video (merged with ch8) | slides)
- Cohort 2: Kamran Khan (video (merged with ch8/10) | SLIDES)
- Cohort 4: Collin Berke (video | slides)
- Cohort 1: Luke Morris (video (merged with ch8/9) | slides)
- Cohort 2: Kamran Khan (video (merged with ch8/9) | SLIDES)
- Cohort 4: Collin Berke (video | slides)
- Cohort 1: Luke Morris (video | slides)
- Cohort 2: Shamsuddeen Muhammad (video | SLIDES)
- Cohort 4: Sandra (video | SLIDES)
- Cohort 2: Alan Kinene (video | SLIDES)
- Cohort 4: Collin Berke (video - part 1 | video - part 2 | slides)
- Cohort 2: Shamsuddeen Muhammad (video | SLIDES)
- Cohort 4: Sandra (VIDEO | SLIDES)
- Cohort 2: Shamsuddeen Muhammad (see Chapter 18)
- Cohort 4: Collin Berke (VIDEO | SLIDES)
- Cohort 2: Alan Kinene (video)
- Cohort 4: Ryan S (VIDEO | SLIDES)
- Cohort 4: Collin Berke (VIDEO | SLIDES)