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R4DS to DSLC (#130)
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8 changes: 4 additions & 4 deletions 00-introduction.Rmd
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- Tidyverse error messages are often helpful
- If not enough, copy/paste into Google
- **Stackoverflow.com** *can* also be helpful, but beware.
- The [**R4DS Online Learning Community**](r4ds.io/join) is a friendly Slack community with volunteer R tutors
- Navigate to [r4ds.io/join](r4ds.io/join) to request access to our Slack
- The [**Data Science Learning Community**](dslc.io/join) is a friendly Slack community with volunteer R tutors
- Navigate to [dslc.io/join](dslc.io/join) to request access to our Slack
- If expired, email [[email protected]](mailto:[email protected])

## Bonus: Reproducible examples {-}
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00:23:10 Wai-Yin: Data journalism’s wikipedia article https://en.wikipedia.org/wiki/Data_journalism
00:49:59 Ryan Metcalf: Great question Susie! I consider “Big Data” anything I can’t open in a conventional service. Using scripting languages helps with managing overhead (Cost [not monetary], time of process, processing capability, etc…).
01:00:14 Njoki Njuki Lucy: data.table has the similar syntax as the base R package.
01:17:46 Jon Harmon (jonthegeek): r4ds.io/r4ds
01:17:46 Jon Harmon (jonthegeek): dslc.io/r4ds
```
</details>

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00:14:40 Shannon: haha, me too...
00:16:41 Nico Schmidt: Do we do this with Cameras on or off?
00:18:14 Aalekhya Reddam: Hello everyone, unfortunately my microphone / camera aren't working right now, hope to have it figured out by next week! I'm a postdoctoral researcher in the US. My research is in environmental epidemiology and data science is a huge part of my work
00:20:39 Jon Harmon (jonthegeek): Shared notes/slides: r4ds.io/r4ds
00:20:39 Jon Harmon (jonthegeek): Shared notes/slides: dslc.io/r4ds
00:26:47 Aalekhya Reddam: Do we usually volunteer the week ahead for the next week?
00:28:53 Aalekhya Reddam: Thank you!
00:37:01 Matthew Efoli: bye Jon
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4 changes: 2 additions & 2 deletions 01-data_visualisation.Rmd
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<summary> Meeting chat log </summary>

```
00:11:14 Jon Harmon (jonthegeek): r4ds.io/r4ds
00:11:14 Jon Harmon (jonthegeek): dslc.io/r4ds
00:12:06 Saeed Shafiei Sabet: Hi everyone!
00:12:29 Sandra Muroy: Hi Saeed!
00:13:05 Becki R. (she/her): Hello!
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01:24:50 Bidemi Agbozuadu: Thank you very much! Nice presentation
01:25:32 shamsuddeen: https://docs.google.com/spreadsheets/d/1reByMPb5Og3OHbRgplzV5Jkz_o6CkEYz_adBGfHTFwg/edit#gid=0
```
</details>
</details>
2 changes: 1 addition & 1 deletion 09-layers.Rmd
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- [ggplot2 Extension Gallery](https://exts.ggplot2.tidyverse.org/gallery/)
- [R Graph Gallery](https://www.r-graph-gallery.com/ggplot2-package.html)
- The [Graphs section](http://www.cookbook-r.com/Graphs/) of the R Cookbook
- [r4ds.io/join](r4ds.io/join) for more book clubs!
- [dslc.io/join](dslc.io/join) for more book clubs!

## Meeting Videos

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## Learning More

- [r4ds.io/join](r4ds.io/join) for more book clubs!
- [dslc.io/join](dslc.io/join) for more book clubs!
- [R Graph Gallery](https://www.r-graph-gallery.com/ggplot2-package.html)
- The [Graphs section](http://www.cookbook-r.com/Graphs/) of the R Cookbook

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2 changes: 1 addition & 1 deletion 11-communication.Rmd
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00:50:30 shamsuddeen: Any book on Torch coming?
00:54:25 shamsuddeen: Data Science at Command Line 2e: https://datascienceatthecommandline.com/2e/
00:54:38 shamsuddeen: Wanna start this !
01:01:01 Federica Gazzelloni: https://r4ds.io/clubdeck
01:01:01 Federica Gazzelloni: https://dslc.io/clubdeck
01:12:22 shamsuddeen: Applied Predictive Modelling?
```
</details>
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2 changes: 1 addition & 1 deletion 99-24-model_building.Rmd
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- An Introduction to Statistical Learning (with Applications in R) ([statlearning.com](https://www.statlearning.com/) / #book_club-islr): Statistical explanations of various machine learning methods, with explanations of how to apply them in R. A good introduction to all of the types of models and why they work (or don't work) the way they do.
- Tidy Modeling with R ([tmwr.org](https://www.tmwr.org/) / #book_club-tmwr): An opinionated introduction to using the tidymodels family of packages to build predictive models. Very hands-on and useful, but I think I might want to read it again after ISLR.
- Feature Engineering and Selection: A Practical Approach for Predictive Models ([feat.engineering](http://www.feat.engineering/) / #book_club-feat_eng): Techniques for manipulating data to get better results out of models.
- Applied Predictive Modeling ([github.com/topepo/tidy-apm](https://github.com/topepo/tidy-apm) / #project-tidy_apm): There isn't a free online version of this book yet, but it's at least theoretically in the works. This was published about 10 years ago by the leader of the tidymodels team, and he has started to update it to tidymodels code. I'd recommend *not* reading this one until/unless he takes that project back up (very possibly with the help of the R4DS community).
- Applied Predictive Modeling ([github.com/topepo/tidy-apm](https://github.com/topepo/tidy-apm) / #project-tidy_apm): There isn't a free online version of this book yet, but it's at least theoretically in the works. This was published about 10 years ago by the leader of the tidymodels team, and he has started to update it to tidymodels code. I'd recommend *not* reading this one until/unless he takes that project back up (very possibly with the help of the DSLC community).

## Meeting Videos

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2 changes: 1 addition & 1 deletion 99-25-many_models.Rmd
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<summary> Meeting chat log </summary>

```
00:09:25 Jon Harmon (jonthegeek): r4ds.io/bookclubber
00:09:25 Jon Harmon (jonthegeek): dslc.io/bookclubber
01:07:14 Jon Harmon (jonthegeek): ggrepel
```
</details>
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2 changes: 1 addition & 1 deletion DESCRIPTION
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Title: R for Data Science Book Club
Version: 0.0.6.9000
Authors@R:
person("R4DS Online Learning Community", role = c("aut", "cre", "cph"))
person("Data Science Learning Community", role = c("aut", "cre", "cph"))
URL: https://r4ds.github.io/bookclub-r4ds,
https://github.com/r4ds/bookclub-r4ds
Depends:
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11 changes: 5 additions & 6 deletions README.md
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# R4DS R for Data Science Book Club
# DSLC R for Data Science Book Club

Welcome to the R4DS R for Data Science Book Club!
This is a new experimental repository, separate from the [main R4DS R4DS repository](https://github.com/r4ds/bookclub-R_for_Data_Science).
Welcome to the DSLC R for Data Science Book Club!

We are working together to read [R for Data Science](https://r4ds.hadley.nz/) by Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund.
Join the #book_club-r_for_data_science channel on the [R4DS Slack](https://r4ds.io/join) to participate.
Join the #book_club-r_for_data_science channel on the [DSLC Slack](https://dslc.io/join) to participate.
As we read, we are producing [notes about the book](https://r4ds.github.io/bookclub-r4ds/).

## Meeting Schedule

If you would like to present, please see the sign-up sheet for your cohort (linked below, and pinned in the [#book_club-r4ds](https://rfordatascience.slack.com/archives/C012VLJ0KRB) channel on Slack)!
If you would like to present, please see the sign-up sheet for your cohort (linked below, and pinned in the [#book_club-r4ds](https://dslcio.slack.com/archives/C012VLJ0KRB) channel on Slack)!

- Cohort 1 (started 2020-07-31, ended 2020-10-12): [meeting videos](https://youtube.com/playlist?list=PL3x6DOfs2NGgUOBkwtRJQW0hDWCwdzboM)
- Cohort 2 (started 2020-08-03, ended 2021-03-29): [meeting videos](https://www.youtube.com/playlist?list=PL3x6DOfs2NGglHEO3WBEaxiEZ0_ZiwZJi)
Expand Down Expand Up @@ -47,4 +46,4 @@ Do these steps each time you present another chapter:
10. When your PR has been accepted ("merged"), `usethis::pr_finish()` to close out your branch and prepare your local repository for future work.
11. Now that your local copy is up-to-date with the main repo, you need to update your remote fork. Run `gert::git_push("origin")` or click the `Push` button on the `Git` tab of Rstudio.

When your PR is checked into the main branch, the bookdown site will rebuild, adding your slides to [this site](https://r4ds.io/r4ds).
When your PR is checked into the main branch, the bookdown site will rebuild, adding your slides to [this site](https://dslc.io/r4ds).
10 changes: 5 additions & 5 deletions index.Rmd
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Expand Up @@ -7,17 +7,17 @@ bibliography: book.bib
biblio-style: apalike
link-citations: yes
github-repo: r4ds/bookclub-r4ds
description: "This is the product of the R4DS Online Learning Community's Book Club."
description: "This is the product of the Data Science Learning Community's Book Club."
---

# Welcome {-}

This is a companion for the book [R for Data Science](https://r4ds.hadley.nz/) by Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund.
This companion is available at [r4ds.io/r4ds](https://r4ds.io/r4ds).
This companion is available at [dslc.io/r4ds](https://dslc.io/r4ds).

This website is being developed by the [R4DS Online Learning Community](https://rfordatasci.com). Follow along, and [join the community](https://r4ds.io/join) to participate.
This website is being developed by the [Data Science Learning Community](https://dslc.io). Follow along, and [join the community](https://dslc.io/join) to participate.

This companion follows the [R4DS Online Learning Community Code of Conduct](https://r4ds.io/conduct).
This companion follows the [Data Science Learning Community Code of Conduct](https://dslc.io/conduct).

## Book club meetings {-}

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- Questions you have
- Maybe live demo
- More info about editing: [this github repo](https://github.com/r4ds/bookclub-r4ds).
- Recorded, available on the [R4DS Online Learning Community YouTube Channel](https://r4ds.io/youtube).
- Recorded, available on the [Data Science Learning Community YouTube Channel](https://dslc.io/youtube).

## Pace {-}

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