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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 %} | ||
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{% else %} | ||
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<!-- Display projects without categories --> | ||
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{% assign sorted_projects = site.projects | sort: "importance" %} | ||
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<!-- Generate cards for each project --> | ||
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{% if page.horizontal %} | ||
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<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> |
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--- | ||
layout: page | ||
permalink: /resources/ | ||
title: resources | ||
description: | ||
nav: true | ||
--- | ||
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### Data Science for Social Good | ||
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Are you looking for ways to create change in your community through data science? Check out the following. | ||
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[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. | ||
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[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. | ||
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[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. | ||
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[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. | ||
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[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. | ||
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### Today's Data Science, Artificial Intelligence, Mathematics | ||
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[Podcast: Not So Standard Deviations](https://nssdeviations.com/) | ||
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[Podcast: In Machines We Trust](https://forms.technologyreview.com/in-machines-we-trust/) | ||
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[Magazine: MIT Technology Review](https://www.technologyreview.com/) You can sign up for their daily newsletter. They are concise and easy to read. | ||
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[Quanta Magazine](https://www.quantamagazine.org/) | ||
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[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/) | ||
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### 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. | ||
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[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. | ||
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[Mathematically Gifted & Black](https://mathematicallygiftedandblack.com/) | ||
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[Association for Women in Mathematics](https://awm-math.org/) | ||
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[Spectra](http://lgbtmath.org/) | ||
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[Inclusion/Exclusion blog](https://inclusionexclusion.org/) |