# _Introduction to Machine Learning and Data Visualization in Python_ at OHBM BrainHack 2021

*If you are new to HackMD, please see this document for a short guide (right click, open in a new window): [https://hackmd.io/@turingway/hackmd-guide](https://hackmd.io/@turingway/hackmd-guide).*

**Content of this document**:

- [Useful links](#Useful-links)
- [Roll Call](#Roll-Call)
- [Schedule](#Schedule)
- [Notes and questions](#Notes-and-questions)
- [Notebook 2](#Notebook-2)
- [Notebook 3](#Notebook-3)
- [Notebook 4](#Notebook-4)
- [Notebook 5](#Notebook-5)
- [Feedback](#Feedback!)

# Useful links

* **Join call**: https://us02web.zoom.us/j/83165426598 (password sent over email)
* Visit **Github Repo** [here](https://github.com/martinagvilas/ML-Vis-BrainHack-2021).
* Go back to BrainHack sparkle space [here](https://ohbm.sparkle.space/in/brainhack).

## Code of conduct

* Take a moment to read our [Code of Conduct]([https://github.com/alan-turing-institute/the-turing-way/blob/master/CODE_OF_CONDUCT.md](https://ohbm.github.io/hackathon2021/coc/)).

# Roll Call

Let's introduce ourselves!

Write your **Name / Affiliation / How to find you on social media**

*(Remember that this is a public document. You can use a pseudonym if you'd prefer.)*

* Martina Vilas / Ernst Strüngmann Institute; Frankfurt, Germany / tw: @martinagvilas gh: @martinagvilas
* Volodymyr Bogdanov / Université de Lyon, Ecole Nationale des Travaux Publics de l'Etat, Laboratoire Génie Civil et Bâtiment/ ResearchGate profile https://www.researchgate.net/profile/Volodymyr-Bogdanov

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### Conversation Starters

*Tell us something exciting you're working on.* ✨

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# Agenda

### Schedule

| Time (UTC) | Activity |
| ---------- | -------- |
| 16:00 | :wave: Welcome, Introductions |
| 16:10 | :eyes: Introduction to the tutorial |
| 16:15 | :green_book: Notebook 1 and Notebook 2 |
| 16:40 | :speech_balloon: Discussion |
| 16:50 | :green_book: Notebook 3 |
| 17:10 | :speech_balloon: Discussion |
| 17:20 | :coffee: Break |
| 17:40 | :green_book: Notebook 4 |
| 18:00 | :speech_balloon: Discussion |
| 18:10 | :green_book: Notebook 5 |
| 18:30 | :speech_balloon: Discussion |
| 18:40 | :wave: Wrap-up |

# Notes and questions

## Notebook 2
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## Notebook 3:
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## Notebook 4
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## Notebook 5
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# Feedback!

### Tell us what you liked :sparkles:
* It was a great exreince! Thank you so much! Volodymyr
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### Tell us what we could do better :thumbsup:
* More grafic illustrations of complex concepts like overfitting, regularisation, hyperparameter tunig. Volodymyr
*

## Acknowledgement
This template inspired by the [The Turing Way](https://the-turing-way.netlify.app/welcome).