# East Africa Workshop

### Course overview <a href="#course-overview" id="course-overview"></a>

Each day is organised in four main activities:

* Keynote Lectures: a presentation by H3D and Ersilia mentors and invited speakers, introducing key concepts that we will put into practice during the day
* Skills Workshop: a hands-on training where the course facilitators will walk the participants through a specific ML exercise
* Breakout: participants will be divided in small groups to complete an exercise related to the skills workshop
* Group Discussion: each group will give a short (10 min) presentation on their breakout activity.

#### Course Contents <a href="#course-contents" id="course-contents"></a>

<table data-full-width="false"><thead><tr><th>Activity</th><th width="150">Session 1</th><th width="152">Session 2</th><th width="134">Session 3</th><th>Session 4</th></tr></thead><tbody><tr><td>Keynote</td><td><a href="https://drive.google.com/file/d/1d0N9ZjtvPR8mV__1SBQoqVec8M0_qV_U/view?usp=drive_link">Slides A</a><br><a href="https://drive.google.com/file/d/1jGoEApS8Ngce5QlBJUAqJkgBHGGfQVy4/view?usp=drive_link">Slides B</a><br><a href="https://drive.google.com/file/d/1H2ULtuFXutHjHtqDBYCu_noqffWU7JHN/view?usp=drive_link">Slides C</a></td><td><a href="https://drive.google.com/file/d/1sFIf2qv-5A8GtqAWOISs9Zbn5nLp9KK7/view?usp=drive_link">Slides A</a><br><a href="https://drive.google.com/file/d/1COlQgWbPQOoGClX_H2bVvvvxPKxcnZWJ/view?usp=drive_link">Slides B</a></td><td><a href="https://drive.google.com/file/d/1BsVSpAINfdeeDVtkkhgyThSCqBoYeIly/view?usp=drive_link">Slides A</a><br><a href="https://ai2050-day2.streamlit.app/">App</a></td><td><a href="https://drive.google.com/file/d/1WK1HqQJAI9_lTm_COr7ubNgViGGSgKZX/view?usp=drive_link">Slides A</a><br><a href="https://drive.google.com/file/d/1qA9syRAHM7trE1gexJNFs5qMFa1hNM1N/view?usp=drive_link">Slides B</a></td></tr><tr><td>Skills development</td><td><a href="https://ai2050-day1.streamlit.app/">App</a><br><a href="https://drive.google.com/file/d/1_dSLrTAkWYqYGDfwxI6cl_ZySOR31ESf/view?usp=drive_link">Slides</a></td><td><a href="https://drive.google.com/file/d/1hmovb3B5K5KbptTpCR2yQQCKv8ccK_V2/view?usp=drive_link">Slides</a></td><td><a href="https://hub.ersilia.io/">App</a><br><a href="https://drive.google.com/file/d/1AFJfLxyBwFn8cEaPuoZXUuvsn1aEwn_X/view?usp=drive_link">Slides</a></td><td><a href="https://ai2050-day3.streamlit.app/">App</a><br><a href="east-africa-workshop/day-3-breakout">Guide</a></td></tr><tr><td>Breakout</td><td><a href="https://ai2050-day1.streamlit.app/">App</a><br><a href="https://drive.google.com/file/d/1vmBo_DVdcE0JSMckWH7lftz47KrLX3iO/view?usp=drive_link">Slides</a><br><a href="east-africa-workshop/day-1-breakout">Guide</a></td><td><a href="https://drive.google.com/file/d/10XBA9e26r63JQoRn4uI1CTerfMuxE_gF/view?usp=drive_link">Slides</a><br><a href="https://drive.google.com/drive/folders/1Fs_jYG_jh1g19P2T2wV7UBbg0lec1yHb?usp=drive_link">Publications</a><br><a href="east-africa-workshop/day-2-breakout">Guide</a></td><td><a href="https://ai2050-dd-day3b.streamlit.app/">App</a><br><a href="https://drive.google.com/file/d/1Feey7uHwe5b1vLIgF2TQwFPwc15Oc1My/view?usp=drive_link">Slides</a><br><a href="day-2-breakout#task-1-model-selection">Guide</a></td><td><a href="https://drive.google.com/file/d/1feaLu8--M19L9a5gyjZpyHIQ-OoujM8Z/view?usp=drive_link">Reflection</a></td></tr></tbody></table>

{% hint style="warning" %}
After the course, the apps will remain active on Streamlit Cloud and also available for local deployment from [GitHub](https://github.com/ersilia-os/ai2050-dd-workshop). Please keep in mind that these are apps built for the course, and might not be suitable to apply directly to a research project. Contact Ersilia for more!
{% endhint %}

### Important links <a href="#important-links" id="important-links"></a>

In case you need further information to follow the course, be sure to check the following:

* Ersilia Model Hub: list of all [available models](https://ersilia.io/model-hub).
* Ersilia Model Hub: [self-service](https://github.com/ersilia-os/ersilia-self-service) on GitHub (requires a GitHub account, allows to run online predictions for all models).
* Ersilia Model Hub: fast online [deployment](https://hub.ersilia.io/) for selected models.
* Ersilia Model Hub: [local installation](https://github.com/ersilia-os/ersilia) documentation (only expert users).
* Code for the Skills Development Apps on [GitHub](https://github.com/ersilia-os/ai2050-dd-workshop).
* [Publications](https://drive.google.com/drive/folders/1lSan_efMH-mOVz41HM-aNvAqyIHcQ0Fr?usp=sharing) referred to during the workshop.
* [Datasets](https://drive.google.com/drive/folders/1FVd05NeUf_zJXD-OlSyinmOi0lOcLdrr?usp=sharing) required for the workshop.

All course contents belonging to Ersilia or the H3D Foundation are released under a [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) license and the code is available under a [GPLv3](https://www.gnu.org/licenses/gpl-3.0.en.html) license.

### Funding <a href="#funding" id="funding"></a>

This workshop is part of the Schmidt Sciences AI2050 Fellowship awarded to Prof. Kelly Chibale.

<div align="left"><figure><img src="https://4130934296-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F7Ut3ne5wTyiGBs6PSLWN%2Fuploads%2FZdoblBGn2BghK8308hXu%2FSchmidtSciences_primary.png?alt=media&#x26;token=64528625-76e7-4070-b505-4cdbe3dc0505" alt="" width="188"><figcaption></figcaption></figure></div>