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irishryoon committed Oct 27, 2024
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63 changes: 63 additions & 0 deletions _pages/datascience.md
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---
layout: page
title: data science
permalink: /datascience/
description: A summary of some data science projects I've done in my personal time.
nav: true
display_categories: [data science]
horizontal: false
---
<!-- pages/projects.md -->
<div class="projects">
{% if site.enable_project_categories and page.display_categories %}
<!-- Display categorized projects -->
{% for category in page.display_categories %}
<a id="{{ category }}" href=".#{{ category }}">
<h2 class="category">{{ category }}</h2>
</a>
{% assign categorized_projects = site.projects | where: "category", category %}
{% assign sorted_projects = categorized_projects | sort: "importance" %}
<!-- Generate cards for each project -->
{% if page.horizontal %}
<div class="container">
<div class="row row-cols-1 row-cols-md-2">
{% for project in sorted_projects %}
{% include projects_horizontal.liquid %}
{% endfor %}
</div>
</div>
{% else %}
<div class="row row-cols-1 row-cols-md-3">
{% for project in sorted_projects %}
{% include projects.liquid %}
{% endfor %}
</div>
{% endif %}
{% endfor %}

{% else %}

<!-- Display projects without categories -->

{% assign sorted_projects = site.projects | sort: "importance" %}

<!-- Generate cards for each project -->

{% if page.horizontal %}

<div class="container">
<div class="row row-cols-1 row-cols-md-2">
{% for project in sorted_projects %}
{% include projects_horizontal.liquid %}
{% endfor %}
</div>
</div>
{% else %}
<div class="row row-cols-1 row-cols-md-3">
{% for project in sorted_projects %}
{% include projects.liquid %}
{% endfor %}
</div>
{% endif %}
{% endif %}
</div>
50 changes: 50 additions & 0 deletions _pages/resources.md
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---
layout: page
permalink: /resources/
title: resources
description:
nav: true
---

### Data Science for Social Good

Are you looking for ways to create change in your community through data science? Check out the following.

[CodeForPhilly](https://codeforphilly.org/)
A volunteer-based organization that uses technology, data, and UX design to engage with the City of Philadelphia. I volunteered from 2020 to 2021, and I worked closely with the [Philadelphia Bail Fund](https://www.phillybailfund.org/) to understand how the bail system affects different communities in Philadelphia.

[QSIDE Institute](https://qsideinstitute.org/)
A research-into-action network that applies math and data science for social justice. They regularly host colloquiums, conferences, and datathons. I participated in one of their datathons, and it was a fantastic opportunity to use data science to analyze real-world criminal justice datasets.

[DataKind](https://www.datakind.org/) A global network that helps mission-driven organizations harness their data through data science, machine learning, and artificial intelligence. You can apply to be a volunteer.

[Delta Analytics](http://www.deltanalytics.org/) A community that helps non-profits build technical capacity. They have 6-month-long fellowships programs for students enrolled in Masters or Ph.D. programs.

[Statistics Without Borders](https://www.statisticswithoutborders.org/) A volunteer outreach group of the American Statistical Association that provides pro bono services in statistics and data science.

### Today's Data Science, Artificial Intelligence, Mathematics

[Podcast: Not So Standard Deviations](https://nssdeviations.com/)

[Podcast: In Machines We Trust](https://forms.technologyreview.com/in-machines-we-trust/)

[Magazine: MIT Technology Review](https://www.technologyreview.com/) You can sign up for their daily newsletter. They are concise and easy to read.

[Quanta Magazine](https://www.quantamagazine.org/)

[Newsletter: DeepLearning.AI](https://www.deeplearning.ai/the-batch/) Weekly newsletter on artificial intelligence. They also have a collection of blog posts on [AI & Society](https://www.deeplearning.ai/the-batch/tag/ai-society/)



### Mathematics & Data Science for All
[Data Science for All - Women's Summit](https://www.correlation-one.com/data-science-for-all-women) A fellowship program designed to train women interested in data science and analytics roles. I was a fellow in this program.

[Data Science for All - Empowerment](https://www.correlation-one.com/data-science-for-all-empowerment) A data analytics training and jobs program made available for free to qualifying students from underrepresented communities. If you identify as Black, Latinx, LGBTQ+, or any other underrepresented group, or if you are a military veteran, this is a great program.

[Mathematically Gifted & Black](https://mathematicallygiftedandblack.com/)

[Association for Women in Mathematics](https://awm-math.org/)

[Spectra](http://lgbtmath.org/)

[Inclusion/Exclusion blog](https://inclusionexclusion.org/)

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