<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://reshamas.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://reshamas.github.io/" rel="alternate" type="text/html" /><updated>2026-03-03T18:05:34+00:00</updated><id>https://reshamas.github.io/feed.xml</id><title type="html">home</title><subtitle>Data Science &amp; More</subtitle><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><entry><title type="html">Megan Leatherman Our Words Matter</title><link href="https://reshamas.github.io/megan-leatherman-our-words-matter/" rel="alternate" type="text/html" title="Megan Leatherman Our Words Matter" /><published>2025-04-21T00:00:00+00:00</published><updated>2025-04-21T00:00:00+00:00</updated><id>https://reshamas.github.io/megan-leatherman-our-words-matter</id><content type="html" xml:base="https://reshamas.github.io/megan-leatherman-our-words-matter/"><![CDATA[<figure>
 <img src="../assets/images/blogs/megan-leatherman.png" alt="podcast card with a drawing of a deer" max-width="50%" max-height="50%" /> 
 <figcaption>
 Image credit: <a href="https://awildnewwork.com/">Megan Leatherman</a>
 </figcaption>
</figure>

<h2 id="background">Background</h2>
<p>I wanted to share an excerpt from one of my favorite podcast hosts, Megan Leatherman. The words in the episode <a href="https://podcasts.apple.com/us/podcast/140-to-all-the-edgewalkers/id1437555777?i=1000693455840">To All the Edgewalkers</a> really resonated with me and are inspiring.</p>

<h2 id="podcast">Podcast</h2>
<iframe width="100%" height="166" scrolling="no" frameborder="no" allow="autoplay" src="https://w.soundcloud.com/player/?url=https%3A//api.soundcloud.com/tracks/2036039600&amp;color=8e7361"></iframe>
<div style="font-size: 10px; color: #cccccc;line-break: anywhere;word-break: normal;overflow: hidden;white-space: nowrap;text-overflow: ellipsis; font-family: Interstate,Lucida Grande,Lucida Sans Unicode,Lucida Sans,Garuda,Verdana,Tahoma,sans-serif;font-weight: 100;"><a href="https://soundcloud.com/user-979951385" title="A Wild New Work" target="_blank" style="color: #cccccc; text-decoration: none;">A Wild New Work</a> · <a href="https://soundcloud.com/user-979951385/140-to-all-the-edgewalkers" title="140. To All the Edgewalkers" target="_blank" style="color: #cccccc; text-decoration: none;">140. To All the Edgewalkers</a></div>

<h3 id="podcast-details">Podcast Details</h3>
<ul>
  <li>Show: A Wild New Work</li>
  <li>Host: Megan Leatherman</li>
  <li>Podcast episode website: <a href="https://awildnewwork.com/blog/2025/to-all-the-edgewalkers">To All the Edgewalkers</a></li>
  <li>Date: 2025-02-17</li>
  <li><a href="https://podcasts.apple.com/us/podcast/140-to-all-the-edgewalkers/id1437555777?i=1000693455840">Episode 140: To all the edgewalkers</a></li>
  <li>Timestamp: 18:00</li>
</ul>

<h2 id="transcript">Transcript</h2>

<p>So much support right here in the little web, the little ecological niche that we’re in. But we have to invite in that help. We have to invite our ancestors in and we have to be clear about the help that we’re asking for. As edgewalkers, especially in these times, it is our mandate to live each day holding the threads of both worlds at once.</p>

<p>Living with the awareness that we are part of a vast web that is mysterious, that cannot fully be known, that has implications in our day-to-day, mundane, material life, as well as in our spirit, dreamtime, other world life. We are here in precious bodies and we are also spirit and those two things cannot be separated.</p>

<p>We are invited to remember that our choices have ripple effects that we cannot always see and that this life is worth living to its fullest edge, that these edges are gifts. We’re meant to meet new edges and grow and change.</p>

<p><strong>And a lot of us have bought into this idea that nothing really matters</strong> or that, you know, even if we’re like spiritual or we identify as spiritual, we sort of live under this haze like our, <strong>this belief that our words don’t really have consequences or that promises can be broken or that relationships can be sort of set aside or don’t really matter.</strong></p>

<p>And I think in previous times throughout human history, of course, there can be a lot of like unhelpful superstition or things that just get kind of wild. <strong>But among our indigenous ancestors, let’s say like my indigenous ancestors in Europe, I think there was a much deeper profound level of etiquette and support and awareness that the choices we made mattered.</strong></p>

<p>The way we approached each thing in our day to day life mattered. <strong>The words that we spoke mattered that these things have echoes in this world and in the next.</strong></p>

<p>And sometimes as I’m doing my own ancestralization work, I’m realizing this more and more and it has given me a new perspective just on how I spend my time and my life. I talked about in a newsletter recently that between M-Bulk on February 1st and the Spring Equinox, I decided not to watch TV by myself. Like I was just in a really not helpful pattern of watching a lot of TV at night. I was so tired. ….</p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Image credit: Megan Leatherman]]></summary></entry><entry><title type="html">Pygotham 2023 Keynote On Community</title><link href="https://reshamas.github.io/pygotham-2023-keynote-on-community/" rel="alternate" type="text/html" title="Pygotham 2023 Keynote On Community" /><published>2024-03-26T00:00:00+00:00</published><updated>2024-03-26T00:00:00+00:00</updated><id>https://reshamas.github.io/pygotham-2023-keynote-on-community</id><content type="html" xml:base="https://reshamas.github.io/pygotham-2023-keynote-on-community/"><![CDATA[<figure>
 <img src="../assets/images/blogs/pygotham-2023-keynote.png" alt="conference card with title and speaker photo" max-width="50%" max-height="50%" /> 
 <figcaption>
 Image credit: <a href="https://reshamas.github.io">PyGotham 2023 Keynote on Community</a>
 </figcaption>
</figure>

<h2 id="video">Video</h2>
<iframe width="560" height="315" src="https://www.youtube.com/embed/kmS2MRLicKc" title="Shaikh: PyGotham 2023 Keynote" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>

<p><br /></p>

<p>Reshama Shaikh was invited to be a keynote speaker at <a href="https://2023.pygotham.tv/talks/a-look-at-the-community-life-cycle-in-the-open-source-space/">PyGotham 2023</a>.</p>

<h2 id="about">About</h2>

<p>In 2023, the US Surgeon General issued a report on the <a href="https://www.hhs.gov/sites/default/files/surgeon-general-social-connection-advisory.pdf">Our Epidemic of Loneliness &amp; Isolation: Healing Effects of Social Connection and Community</a>. In this talk, we examine the importance of community and the experiences of a few community organizers in the open source space. We explore getting started, staying involved and leaving communities.</p>

<p>Reshama talks about Python and open source communities: the good parts (motivations of joining and contributing), and the bad (things that cause people to leave). She shared examples of communities that did great work but are now no longer operating.</p>

<h2 id="community-chats">Community Chats</h2>
<ul>
  <li><a href="https://www.youtube.com/playlist?list=PLBKcU7Ik-ir80szrIxzhEsHzQl-18QNHv">Videos</a> of community chats with Beryl Kanali, Mariatta Wijaya, Yanina Bellini Saibene</li>
  <li>Transcript chat with <a href="https://blog.dataumbrella.org/beryl-community">Beryl Kanali</a></li>
  <li>Transcript chat with <a href="https://blog.dataumbrella.org/mariatta-community">Mariatta Wijaya</a></li>
  <li>Transcript chat with <a href="https://blog.dataumbrella.org/yanina-community">Yanina Bellini Saibene</a></li>
</ul>

<iframe width="560" height="315" src="https://www.youtube.com/embed/WOVSA9yrd0g" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>

<p><br /></p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/L2vIaurMrGA" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>

<p><br /></p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/oDXp6GIScOI" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>

<p><br /></p>

<h2 id="about-reshama-shaikh">About Reshama Shaikh</h2>
<p>Reshama is a statistician/data scientist based in New York City. She earned her M.S. in statistics from Rutgers University. She earned her M.B.A. from NYU Stern School of Business where she studied strategy, business analytics and technology management.</p>

<p>Reshama Shaikh is the Director of Data Umbrella. She is also on the contributing teams for scikit-learn and PyMC.</p>

<h2 id="connecting">Connecting</h2>
<ul>
  <li>LinkedIn: <a href="https://www.linkedin.com/in/reshamas/">@reshamas</a></li>
  <li>YouTube: <a href="https://youtube.com/@reshamas">@reshamas</a></li>
  <li>GitHub: <a href="https://github.com/reshamas">@reshamas</a></li>
  <li>Medium: <a href="https://medium.com/@reshamas">@reshamas</a></li>
  <li>Join the Data Umbrella <a href="https://www.meetup.com/data-umbrella/">Meetup Group</a></li>
</ul>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Image credit: PyGotham 2023 Keynote on Community]]></summary></entry><entry><title type="html">Psf Fellow</title><link href="https://reshamas.github.io/psf-fellow/" rel="alternate" type="text/html" title="Psf Fellow" /><published>2022-12-28T00:00:00+00:00</published><updated>2022-12-28T00:00:00+00:00</updated><id>https://reshamas.github.io/psf-fellow</id><content type="html" xml:base="https://reshamas.github.io/psf-fellow/"><![CDATA[<h2 id="2022-psf-fellow-announcement">2022 PSF Fellow Announcement</h2>

<p>I am happy to share that in July 2022 I was named a Fellow of the Python Software Foundation:  <a href="https://pyfound.blogspot.com/2022/07/announcing-python-software-foundation.html">Announcing Python Software Foundation Fellow Members for Q2 2022! 🎉</a>.  This is in recognition for my volunteer community contributions for the past 8 years.</p>

<blockquote>
  <p>The above members help support the Python ecosystem by being phenomenal leaders, sustaining the growth of the Python scientific community, maintaining virtual Python communities, maintaining Python libraries, creating educational material, organizing Python events and conferences, starting Python communities in local regions, and overall being great mentors in our community. Each of them continues to help make Python more accessible around the world. To learn more about the new Fellow members, check out their links above.</p>
</blockquote>

<h2 id="references">References</h2>
<ul>
  <li><a href="https://www.linkedin.com/posts/reshamas_announcing-python-software-foundation-fellow-activity-6952355866704588800-3wfF">LinkedIn post announcement</a></li>
  <li><a href="https://pyfound.blogspot.com/2022/07/announcing-python-software-foundation.html">PSF July 2022 Fellow Announcement</a></li>
  <li><a href="https://www.python.org/psf/fellows/">PSF List of Fellows</a></li>
  <li><a href="https://www.python.org/nominations/elections/2022-python-software-foundation-board/nominees/reshama-shaikh/">Reshama Shaikh: 2022 PSF Board Nomination Statement</a></li>
</ul>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[2022 PSF Fellow Announcement]]></summary></entry><entry><title type="html">The Value Of Open Source Sprints The Scikit Learn Experience</title><link href="https://reshamas.github.io/the-value-of-open-source-sprints-the-scikit-learn-experience/" rel="alternate" type="text/html" title="The Value Of Open Source Sprints The Scikit Learn Experience" /><published>2022-07-13T00:00:00+00:00</published><updated>2022-07-13T00:00:00+00:00</updated><id>https://reshamas.github.io/the-value-of-open-source-sprints-the-scikit-learn-experience</id><content type="html" xml:base="https://reshamas.github.io/the-value-of-open-source-sprints-the-scikit-learn-experience/"><![CDATA[<figure>
 <img src="../assets/images/blogs/sprints-value2.png" alt="card with title of sprints value" max-width="50%" max-height="50%" /> 
 <figcaption>
 Image credit: <a href="https://blog.scikit-learn.org/events/sprints-value/">The Value of Open Source Sprints: the scikit-learn Experience</a>
 </figcaption>
</figure>

<h2 id="top-line-summary">Top Line Summary</h2>

<p>Sprints are <strong>working sessions to contribute to an open source library</strong>. The goals and achievements differ between Developer and Community sprints.  The long-term impact of open source sprints, particularly community events, is not easily quantifiable or measurable.  Positive outcomes of sprints have slowly been emerging, and for that reason, to realize the value of open source sprints requires playing the “long game”.</p>

<p>Read the full article on the scikit-learn blog: <a href="https://blog.scikit-learn.org/events/sprints-value/">The Value of Open Source Sprints: the scikit-learn Experience</a></p>

<h2 id="about-reshama-shaikh">About Reshama Shaikh</h2>
<p>Reshama is a statistician/data scientist based in New York City. She earned her M.S. in statistics from Rutgers University. She earned her M.B.A. from NYU Stern School of Business where she studied strategy, business analytics and technology management.</p>

<p>Reshama Shaikh is the Director of Data Umbrella. She is also on the contributing teams for scikit-learn and PyMC.</p>

<h2 id="connecting">Connecting</h2>
<ul>
  <li>LinkedIn: <a href="https://www.linkedin.com/in/reshamas/">@reshamas</a></li>
  <li>YouTube: <a href="https://youtube.com/@reshamas">@reshamas</a></li>
  <li>GitHub: <a href="https://github.com/reshamas">@reshamas</a></li>
  <li>Medium: <a href="https://medium.com/@reshamas">@reshamas</a></li>
  <li>Join the Data Umbrella <a href="https://www.meetup.com/data-umbrella/">Meetup Group</a></li>
</ul>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Image credit: The Value of Open Source Sprints: the scikit-learn Experience]]></summary></entry><entry><title type="html">5 Years 10 Sprints A Scikit Learn Open Source Journey</title><link href="https://reshamas.github.io/5-years-10-sprints-a-scikit-learn-open-source-journey/" rel="alternate" type="text/html" title="5 Years 10 Sprints A Scikit Learn Open Source Journey" /><published>2022-05-15T00:00:00+00:00</published><updated>2022-05-15T00:00:00+00:00</updated><id>https://reshamas.github.io/5-years-10-sprints-a-scikit-learn-open-source-journey</id><content type="html" xml:base="https://reshamas.github.io/5-years-10-sprints-a-scikit-learn-open-source-journey/"><![CDATA[<figure>
 <img src="../assets/images/reshama-pyconde.png" alt="conference card with title and speaker photo" max-width="50%" max-height="50%" /> 
 <figcaption>
 Image credit: <a href="https://reshamas.github.io">PyCon DE and PyData Berlin</a>
 </figcaption>
</figure>

<h2 id="video">Video</h2>
<iframe width="560" height="315" src="https://www.youtube.com/embed/ZUqJaCWPvmk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>

<p>Reshama Shaikh was invited to be a keynote speaker at <a href="https://2022.pycon.de/blog/keynote-2-reshama-shaikh/">PyCon DE / PyData Berlin</a> April 2022.</p>

<h2 id="about">About</h2>

<p>We all use open source tools in various capacities, yet knowing how to contribute to open source is not as well known or accessible. The limited knowledge and education surrounding contributing to open source could be one explanation of the low participation rates by underrepresented persons in open source. Open source sprints are hands-on “workshops” or “hackathons” where contributors collaborate to resolve coding and documentation issues posted on a GitHub repository.</p>

<p>Reshama shares how she organized her first open source sprint in 2017, which was in-person and held in New York City. Over the next 5 years, she organized in-person sprints from San Francisco, USA to Nairobi, Kenya, as well as pivoting to online sprints due to the global pandemic. In this keynote, Reshama shares highlights, challenges and lessons learned from the <a href="https://www.dataumbrella.org/sprints">sprints</a>.</p>

<p>PyConDE Blog: <a href="https://2022.pycon.de/blog/keynote-2-reshama-shaikh/">Keynote: Reshama Shaikh - 5 Years, 10 Sprints, A scikit-learn Open Source Journey</a></p>

<h2 id="about-reshama-shaikh">About Reshama Shaikh</h2>
<p>Reshama is a statistician/data scientist based in New York City. She earned her M.S. in statistics from Rutgers University. She earned her M.B.A. from NYU Stern School of Business where she studied strategy, business analytics and technology management.</p>

<p>Reshama Shaikh is the Director of Data Umbrella. She is also on the Contributing Teams for scikit-learn and PyMC.</p>

<h2 id="connecting">Connecting</h2>
<ul>
  <li>LinkedIn: <a href="https://www.linkedin.com/in/reshamas/">@reshamas</a></li>
  <li>Twitter: <a href="https://twitter.com/reshamas">@reshamas</a></li>
  <li>GitHub: <a href="https://github.com/reshamas">@reshamas</a></li>
  <li>Medium: <a href="https://medium.com/@reshamas">@reshamas</a></li>
  <li>Join the Data Umbrella <a href="https://www.meetup.com/data-umbrella/">Meetup Group</a></li>
</ul>

<iframe src="https://docs.google.com/presentation/d/e/2PACX-1vSc293BLAC9SUrlYV2famYyXREOdz2uHMmUF3KNXTLenVj1gDllxf5wRlVFwI-l8MIzttP6T9_GZu1f/embed?start=false&amp;loop=false&amp;delayms=3000" frameborder="0" width="960" height="569" allowfullscreen="true" mozallowfullscreen="true" webkitallowfullscreen="true"></iframe>

<h3 id="keynote-day">Keynote Day</h3>

<p>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr"><a href="https://twitter.com/hashtag/PyConDE?src=hash&amp;ref_src=twsrc%5Etfw">#PyConDE</a> <a href="https://twitter.com/hashtag/PyDataBerlin?src=hash&amp;ref_src=twsrc%5Etfw">#PyDataBerlin</a> <br />I will be delivering my keynote &quot;5 Years, 10 Sprints, a <a href="https://twitter.com/scikit_learn?ref_src=twsrc%5Etfw">@scikit_learn</a> Open Source Journey&quot;<br />🗓️ Tuesday, Apr 12, 2022<br />🕙 10:30-11:15 am ET (16:30 Berlin)<a href="https://twitter.com/hashtag/opensource?src=hash&amp;ref_src=twsrc%5Etfw">#opensource</a> <a href="https://twitter.com/hashtag/MachineLearning?src=hash&amp;ref_src=twsrc%5Etfw">#MachineLearning</a><br />You can still purchase tickets for *online* here:<a href="https://t.co/dzqekTRc9o">https://t.co/dzqekTRc9o</a></p>&mdash; Reshama Shaikh (@reshamas) <a href="https://twitter.com/reshamas/status/1513501454606209028?ref_src=twsrc%5Etfw">April 11, 2022</a></blockquote> <script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</p>

<h3 id="keynote-announcement">Keynote Announcement</h3>

<p>
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">We are proud to announce <a href="https://twitter.com/reshamas?ref_src=twsrc%5Etfw">@reshamas</a> as keynote speaker for the conference 🥳<a href="https://twitter.com/scikit_learn?ref_src=twsrc%5Etfw">@scikit_learn</a> <a href="https://twitter.com/DataUmbrella?ref_src=twsrc%5Etfw">@DataUmbrella</a> <a href="https://t.co/OnAKESqqX7">https://t.co/OnAKESqqX7</a></p>&mdash; PyConDE &amp; PyData Berlin (@PyConDE) <a href="https://twitter.com/PyConDE/status/1508409170457944068?ref_src=twsrc%5Etfw">March 28, 2022</a></blockquote> <script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Image credit: PyCon DE and PyData Berlin]]></summary></entry><entry><title type="html">Behind The Scenes Of Data Umbrella Scikit Learn Sprints</title><link href="https://reshamas.github.io/behind-the-scenes-of-data-umbrella-scikit-learn-sprints/" rel="alternate" type="text/html" title="Behind The Scenes Of Data Umbrella Scikit Learn Sprints" /><published>2022-03-21T00:00:00+00:00</published><updated>2022-03-21T00:00:00+00:00</updated><id>https://reshamas.github.io/behind-the-scenes-of-data-umbrella-scikit-learn-sprints</id><content type="html" xml:base="https://reshamas.github.io/behind-the-scenes-of-data-umbrella-scikit-learn-sprints/"><![CDATA[<figure>
 <img src="../assets/images/behind_the_scenes.png" alt="world map with pins where sprint particiapants have joined" max-width="50%" max-height="50%" /> 
 <figcaption>
 Photo credit: <a href="https://reshamas.github.io">Reshama Shaikh</a>
 </figcaption>
</figure>

<p>Authors: <a href="https://reshamas.github.io">Reshama Shaikh</a> and <a href="https://angelaokune.me">Angela Okune</a></p>

<h2 id="introduction">Introduction</h2>

<p>Prior to 2020, most data sprints were held in person during intensive 8-hour-long days. Data Umbrella founder, Reshama Shaikh, for example, led several in-person sprints in New York (2017, 2018, 2019), Nairobi (2019) and San Francisco (2019). Data Umbrella had always been interested in developing online resources and exploring ways to enable virtual participation, but this was not able to become a priority until 2020 when the pandemic forced everything online including data sprints. It was clear that an 8-hour in-person event could not just switch to being an 8-hour online event. So the move to online data sprints required the team to rethink the format and mechanisms of the event.</p>

<p>Read the  full article here:<br />
<a href="https://eventfund.codeforscience.org/behind-the-scenes-what-it-takes-to-run-data-umbrellas-scikit-learn-open-source-sprints/">Behind the Scenes: What It Takes to Run Data Umbrella’s scikit-learn Open Source Sprints</a>, March 2022</p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Photo credit: Reshama Shaikh]]></summary></entry><entry><title type="html">Data Umbrella Afme2 2021 Scikit Learn Sprint Report</title><link href="https://reshamas.github.io/data-umbrella-afme2-2021-scikit-learn-sprint-report/" rel="alternate" type="text/html" title="Data Umbrella Afme2 2021 Scikit Learn Sprint Report" /><published>2021-11-20T00:00:00+00:00</published><updated>2021-11-20T00:00:00+00:00</updated><id>https://reshamas.github.io/data-umbrella-afme2-2021-scikit-learn-sprint-report</id><content type="html" xml:base="https://reshamas.github.io/data-umbrella-afme2-2021-scikit-learn-sprint-report/"><![CDATA[<p>This sprint was organized by <a href="https://reshamas.github.io">Reshama Shaikh</a> of <a href="https://www.dataumbrella.org">Data Umbrella</a> to increase the participation of underrepresented persons in data science, with a focus on Africa and the Middle East and on returning contributors.</p>

<p>This report focuses on the summary, impact and lessons learned of the <strong>AFME2</strong> scikit-learn sprint.</p>

<p>Read the  full article here:<br />
<a href="https://blog.dataumbrella.org/data-umbrella-afme2-2021-scikit-learn-sprint-report">Data Umbrella AFME2 2021 scikit-learn Sprint Report, October 2021</a></p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[This sprint was organized by Reshama Shaikh of Data Umbrella to increase the participation of underrepresented persons in data science, with a focus on Africa and the Middle East and on returning contributors.]]></summary></entry><entry><title type="html">Deploying A Deep Learning Model On Mobile Using React And Tensorflow</title><link href="https://reshamas.github.io/deploying-a-deep-learning-model-on-mobile-using-react-and-tensorflow/" rel="alternate" type="text/html" title="Deploying A Deep Learning Model On Mobile Using React And Tensorflow" /><published>2021-10-09T00:00:00+00:00</published><updated>2021-10-09T00:00:00+00:00</updated><id>https://reshamas.github.io/deploying-a-deep-learning-model-on-mobile-using-react-and-tensorflow</id><content type="html" xml:base="https://reshamas.github.io/deploying-a-deep-learning-model-on-mobile-using-react-and-tensorflow/"><![CDATA[<figure>
 <img src="../assets/images/salad.jpeg" alt="photo of salad with mixed vegetables" max-width="50%" max-height="50%" /> 
 <figcaption>
 Photo credit: <a href="https://unsplash.com/@annapelzer">Anna Pelzer on Unsplash</a>
 </figcaption>
</figure>

<h2 id="deploying-a-deep-learning-model-on-mobile-using-tensorflow-and-react">Deploying A Deep Learning Model on Mobile Using TensorFlow and React</h2>

<p>This article was co-authored with Nidhin Pattaniyil.</p>

<p>We cover how to build a cross-platform mobile app (for both iOS and Android) using React Native and TensorFlowJS React Native adaptor.</p>

<p>As mobile phones have become more accessible, consequently, mobile use has been increasing. Users are utilizing mobile devices over desktop more frequently, and apps on mobile are in high demand. These internet-connected devices provide an opportunity to bring the inference models closer to the user.</p>

<h3 id="outline">Outline</h3>
<ul>
  <li>About the Data: Food-101</li>
  <li>PART 1: Training an Image Classifier Using TensorFlow</li>
  <li>PART 2: Converting the Model</li>
  <li>PART 3: Considerations for Inference: Running on Server vs. Client</li>
  <li>PART 4: Deploying the Web App</li>
  <li>PART 5: Deploying the Mobile App</li>
</ul>

<p>Read the  full article here:<br />
<a href="https://medium.com/towards-data-science/deploying-a-deep-learning-model-on-mobile-using-tensorflow-and-react-4b594fe04ab">Deploying A Deep Learning Model on Mobile Using TensorFlow and React</a></p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[Photo credit: Anna Pelzer on Unsplash]]></summary></entry><entry><title type="html">Plotly Annotations</title><link href="https://reshamas.github.io/plotly-annotations/" rel="alternate" type="text/html" title="Plotly Annotations" /><published>2021-08-15T00:00:00+00:00</published><updated>2021-08-15T00:00:00+00:00</updated><id>https://reshamas.github.io/plotly-annotations</id><content type="html" xml:base="https://reshamas.github.io/plotly-annotations/"><![CDATA[<p> <img src="../assets/images/plotly-annot.png" width="99%" height="99%" style="border:0px;margin:0px" /></p>

<h2 id="enriching-data-visualizations-with-annotations-in-plotly-using-python">Enriching Data Visualizations with Annotations in Plotly using Python</h2>

<p>With the advances in programming and computing, data scientists can now do state-of-the-art visualizations without requiring in-depth knowledge of D3 or Javascript. We can accomplish this using the python library plotly!</p>

<p>Read the  full article here:<br />
<a href="https://medium.com/nerd-for-tech/enriching-data-visualizations-with-annotations-in-plotly-using-python-6127ff6e0f80">Enriching Data Visualizations with Annotations in Plotly using Python</a></p>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[]]></summary></entry><entry><title type="html">Covid Plotly Animations</title><link href="https://reshamas.github.io/covid-plotly-animations/" rel="alternate" type="text/html" title="Covid Plotly Animations" /><published>2021-08-10T00:00:00+00:00</published><updated>2021-08-10T00:00:00+00:00</updated><id>https://reshamas.github.io/covid-plotly-animations</id><content type="html" xml:base="https://reshamas.github.io/covid-plotly-animations/"><![CDATA[<h2 id="scatter-plot-using-plotly-animations">Scatter Plot Using Plotly Animations</h2>

<iframe id="igraph" scrolling="no" style="border:none;" seamless="seamless" src="https://reshamas.github.io/assets/images/covid/1_anim_scatter_covid.html" width="800" height="600">
</iframe>]]></content><author><name>Reshama Shaikh</name><email>reshama.stat@gmail.com</email></author><summary type="html"><![CDATA[]]></summary></entry></feed>