https://github.com/schluppeck/ng-data-club
Nottingham Psychology data club resources
https://github.com/schluppeck/ng-data-club
analysis data julialang maths matlab python r
Last synced: 10 months ago
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Nottingham Psychology data club resources
- Host: GitHub
- URL: https://github.com/schluppeck/ng-data-club
- Owner: schluppeck
- Created: 2022-11-14T20:24:33.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-10-31T12:06:23.000Z (over 1 year ago)
- Last Synced: 2024-10-31T13:19:29.828Z (over 1 year ago)
- Topics: analysis, data, julialang, maths, matlab, python, r
- Language: HTML
- Homepage: https://schluppeck.github.io/ng-data-club
- Size: 59.6 MB
- Stars: 3
- Watchers: 4
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Code of conduct: CODE-OF-CONDUCT.md
Awesome Lists containing this project
README
# ng-data-club
Nottingham Psychology data club resources
How DALL-E sees our data club
Some materials for the lunchtime (?) *data club*, an informal weekly/fortnightly meeting at the [University of Nottingham](https://www.nottingham.ac.uk/psychology/).
## Aim
>Bring people with varied backgrounds together to talk about, unpack, learn about quantitative methods for data
- organising
- analysing
- visualising
## Github repo
You can find notes, presentations, and code at the [ng-data-club github repository](https://github.com/schluppeck/ng-data-club).
## Discussion forum
You can also check out the [github discussion forum](https://github.com/schluppeck/ng-data-club/discussions) for the data club. A good place to share ideas, links, etc.
## Schedule
| date | Presenter | Topic |
| --------------- | ----------- | --------------------------------------------------------- |
| Wed 23 Nov 2022 | DS/MvR | Overview, discussion, ideas [[slides][first-slides]], [[meeting notes][meeting-notes]] |
| Wed 07 Dec 2022 | Tomas Fiers | `julia`, version control [[slides][julia-slides]] |
| Wed 14 Dec 2022 | MvR | Linear regression [[slides][regression-slides]] |
| Wed 18 Jan 2023 | DS | Markdown, `quarto`, mixing text + computations [[slides][md-slides]] |
| Wed 15 Jan 2023 | everyone | Interactive session: your 2 best tips for others, a question/problem from your work [[notes][interactive-notes]] |
| Wed 8 Feb 2023 | Hazem | Interactions / stats / discussion [[notes][ht-notes]] |
| Wed 22 Feb 2023 | DS | *Tidy* data - thinking about organising tabular (and other) data [[notes][tidy-data-notes]] |
| Wed 8 Mar 2023 | Josefina | Effect sizes, etc - journal club [[notes][jw-notes]] |
| **data visualisation** | | |
| Wed 29 Mar 2023 | DS | Launch of data visualisation block - ideas - Grammar of Graphics [[notes][datavis-notes]] |
| Thur 25 May 2023 | | **Special Data Visualisation event** Andy Kirk [[notes][visualisingdata-notes]] |
| Wed 28 June 2023 | | PCA, ICA, dimensionality reduction [materials (zip)][pca-materials]|
| **2024 reboot** | | |
| Tue 2024-11-05 | Leo Cohen | **UP-ESLC-A09**, Count distributions and analyses – Poisson and Negative Binomial [[notes][stats-with-counts]]|
| Tue 2024-11-19 | James Read-Tannock | **UP-ESLC-A09**, Non-Normal, No Problem: A Crash Course in Non-Parametric Statistics [[notes][non-normal-stats]] |
| Tue 2024-12-03 | x | **UP-ESLC-A09**, tbc |
| Tue 2024-12-17 | x | **UP-ESLC-A09**, tbc |
| TBC | Everyone | Discussion round - your most/least favourite plots. BYOP - bring your own plot |
| Tue 2025-01-07 | x | **UP**, tbc |
| Tue 2025-01-21 | x | **UP**, tbc |
[meeting-notes]: ./2022-11-23-meeting-notes.md
[first-slides]: ./2022-11-23-first-meeting.html
[julia-slides]: https://raw.githubusercontent.com/schluppeck/ng-data-club/main/presentations/2022-12-07-Julia-for-research.pdf
[regression-slides]: ./presentations/2022-12-14-linear-regression.html
[md-slides]: ./presentations/2023-01-04-documents-and-code/
[interactive-notes]: ./presentations/2023-01-25-meeting-notes.md
[ht-notes]: ./presentations/2023-02-08-meeting-notes.md
[tidy-data-notes]: ./presentations/2023-02-22-tidy-data/2023-02-22-tidy-data.html
[jw-notes]: ./presentations/2023-03-08-meeting-notes.html
[datavis-notes]: ./presentations/2023-03-29-meeting-notes.md
[visualisingdata-notes]: ./presentations/2023-05-25-visualising-data-workshop/2023-05-25-workshop-notes.md
[pca-materials]: ./presentations/PCA_20230628.zip
[stats-with-counts]: ./presentations/2024-11-05-ordinal+count-data.md
[non-normal-stats]: ./presentations/2024-11-19-non-normal-stats.md
[ml-beginnings]: ./presentations/2024-xx-xx-ml-beginnings.md
## Code of conduct
We have a [code of conduct](./CODE-OF-CONDUCT.md) that applies to our meetings, emails, MS Teams, github discussion forum and other interactions. Please have a look at it.
## Ideas for meetings / wishlist
We will try to keep meetings informal with some guided discussion by presenters that will change week by week.
Structure will be around:
1. *I want answer the following question with my data... How do I do that?* and/or
2. *I know the following technique, which could help you with bla...*
## 2022-11-23 - first meeting
- [the slides](./2022-11-23-first-meeting.html) from the first meeting
- [meeting-notes](./2022-11-23-meeting-notes.md)
- [some potential, additional ideas](./wishlist.md)
## Colophon
Organised by Mark v Rossum and Denis Schluppeck
**artwork by DALL-E** (https://labs.openai.com/) using the prompt: "a robot performing data analysis reading computer code with mathematic symbols standing in front of a whiteboard photorealistic"