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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<title>GeoSMART</title>
<meta content="width=device-width, initial-scale=1" name="viewport" />
<meta name="description"
content="GeoSMART is a UW research team dedicated to advancing machine learning adoption in the geosciences. Funded by the UW eScience institute and the NSF, the goal of the project is do accelerate the integration of open-source machine learning worfklows by developing educational programs and events." />
<meta name="keywords"
content="geoscience,machine,learning,uw,university,washington,education,resources,open,source" />
<link href="css/index.css" rel="stylesheet" type="text/css" />
<link href="assets/favicon.ico" rel="shortcut icon" type="image/x-icon" />
<link href="assets/apple_touch_icon.png" rel="apple-touch-icon" />
<!-- GOOGLE TAG (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-KYNEG37NW0"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() { dataLayer.push(arguments); }
gtag("js", new Date());
gtag("config", "G-KYNEG37NW0");
</script>
<!-- END GOOGLE TAG -->
<script src="https://ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js" type="text/javascript"></script>
<script
type="text/javascript">WebFont.load({ google: { families: ["Montserrat:100,100italic,200,200italic,300,300italic,400,400italic,500,500italic,600,600italic,700,700italic,800,800italic,900,900italic"] } });</script>
<script type="text/javascript">!function (o, c) {
var n = c.documentElement, t = " w-mod-";
n.className += t + "js", ("ontouchstart" in o || o.DocumentTouch && c instanceof DocumentTouch) && (n.className += t + "touch")
}(window, document);
</script>
</head>
<body>
<!-- %START HEADER -->
<div id="scroll-top" data-collapse="medium" data-animation="default" data-duration="400" data-easing="ease"
data-easing2="ease" role="banner" class="navigation w-nav">
<div class="navigation-wrap">
<a href="/" class="logo-link w-nav-brand" tabindex="1">
<img src="assets/GeoSMART_logo.svg" width="200" alt="" class="logo-image" />
</a>
<div class="menu">
<nav role="navigation" class="navigation-items w-nav-menu">
<a href="/curriculum" class="navigation-item w-nav-link">CURRICULUM</a>
<a href="/usecases" class="navigation-item w-nav-link">USE CASES</a>
<a href="/codeweek" class="navigation-item w-nav-link">CODEWEEK</a>
<a href="/news" class="navigation-item w-nav-link">NEWS</a>
<div class="navigation-item w-nav-link dropdown">
MATERIALS
<div class="dropdown-body">
<a href="/tools" class="navigation-item w-nav-link">TOOLS</a>
<a href="/videos" class="navigation-item w-nav-link disabled">VIDEOS</a>
</div>
</div>
<div class="navigation-item w-nav-link dropdown">
ABOUT US
<div class="dropdown-body">
<a href="/motivation" class="navigation-item w-nav-link">MOTIVATION</a>
<a href="/team" class="navigation-item w-nav-link">TEAM</a>
<a href="/book" class="navigation-item w-nav-link">BOOK</a>
</div>
</div>
</nav>
<div class="menu-button w-nav-button" tabindex="0" id="menu-button"
aria-label="menu" role="button" aria-controls="w-nav-overlay-0" aria-haspopup="menu" aria-expanded="true">
<img src="assets/img/mobile_menu.png" width="22" alt="" class="menu-icon" />
</div>
</div>
<a href="/getinvolved" class="button cc-contact-us w-inline-block">
<div class="button-background"></div>
<div class="button-fill"></div>
<span class="color-text">GET INVOLVED</span>
</a>
</div>
<div class="w-nav-overlay invisible" data-wf-ignore="" id="w-nav-overlay-0" style="height: 100vh; display: block;">
<nav role="navigation" class="navigation-items w-nav-menu" data-nav-menu-open="">
<a href="/curriculum" class="navigation-item w-nav-link w--nav-link-open">CURRICULUM</a>
<a href="/usecases" class="navigation-item w-nav-link w--nav-link-open">USE CASES</a>
<a href="/codeweek" class="navigation-item w-nav-link w--nav-link-open">CODEWEEK</a>
<a href="/tools" class="navigation-item w-nav-link w--nav-link-open">TOOLS</a>
<a href="/news" class="navigation-item w-nav-link w--nav-link-open">NEWS</a>
<a href="/motivation" class="navigation-item w-nav-link w--nav-link-open">MOTIVATION</a>
<a href="/team" class="navigation-item w-nav-link w--nav-link-open">TEAM</a>
<a href="/book" class="navigation-item w-nav-link w--nav-link-open">BOOK</a>
<a href="/getinvolved" class="navigation-item w-nav-link w--nav-link-open">GET INVOLVED</a>
</nav>
</div>
</div>
<!-- %END HEADER -->
<div class="section cc-store-home-wrap">
<div class="intro-header">
<div class="intro-content cc-homepage">
<div class="intro-text">
<div class="heading-jumbo homepage-splash">GeoSMART</div>
<div class="paragraph-bigger cc-bigger-white-light">GeoScience MAchine Learning Resources and Training<br />
</div>
</div>
</div>
</div>
<div class="container">
<div class="home-content-wrap" style="margin-bottom: 0;">
<!-- <div class="w-layout-grid about-grid animated-item pre-anim blur-in-anim"> -->
<div class="w-layout-grid about-grid">
<div id="mfl-node">
<div class="home-section-wrap">
<h2 class="section-heading">Materials for Learning</h2>
<p class="paragraph-light">
We actively develop and maintain our online platforms for the duration of the
project to support collaboration, learning and ML CI adoption activities. These online resources will be
designed to host: 1) pre-developed learning modules on data science and ML basics, 2) codeweek training
tutorials and video recordings, and 3) scientific use case example computational workflows.
</p>
</div>
</div>
<img src="assets/img/materials.png" id="mfl-image" alt="Educational materials for machine learning"
class="image rounded" />
</div>
<div class="w-layout-grid about-grid cc-about-2 animated-item pre-anim blur-in-anim">
<div id="bcte-node">
<div class="home-section-wrap">
<h2 class="section-heading">Community Building and Training Events</h2>
<p class="paragraph-light">
With our materials and training events in ML tools and fundamentals of ML
theory we aim to build a community interested in our offerings. In addition to our online materials, we
plan to host GeoSMART hackweek events.
</p>
</div>
<a href="/codeweek" class="button w-inline-block animated-item pre-anim pop-anim">
<div class="button-background"></div>
<div class="button-fill"></div>
<span class="color-text">Learn More</span>
</a>
</div>
<img src="assets/img/hackweek.jpg" id="bcte-image" alt="A recent community-building event"
class="image rounded" />
</div>
<div class="w-layout-grid about-grid animated-item pre-anim blur-in-anim">
<div id="cm-node">
<div class="home-section-wrap">
<h2 class="section-heading">Classroom Materials</h2>
<p class="paragraph-light">
We create education materials to address the needs of educators and their
student communities. From training on the latest technology to new pedagogical methods, we help teachers
make their classrooms engaging and successful.
</p>
</div>
<a href="/curriculum" class="button w-inline-block animated-item pre-anim pop-anim">
<div class="button-background"></div>
<div class="button-fill"></div>
<span class="color-text">Learn More</span>
</a>
</div>
<img src="assets/img/classroom.jpg" id="cm-image" alt="A classroom at the UW" class="image rounded" />
</div>
</div>
</div>
</div>
<div class="section home-content-wrap">
<div class="container centercontent">
<div class="blog-heading animated-item pre-anim blur-in-anim">
<div class="label cc-light">OUR SPONSORS</div>
<h2 class="work-heading">Supporting Machine Learning Education and Innovation in the GeoSciences</h2>
</div>
<p class="paragraph-2 animated-item pre-anim blur-in-anim">
This project supports the development of a research workforce capable of advancing
fundamental Geoscience challenges through broad adoption of Machine Learning (ML) tools. Our GeoScience MAchine
Learning Resources and Training (GeoSMART) framework provides an educational pathway that provides a foundation
in open source scientific ecosystems and progresses through general ML theory, toolkits and deployment on Cloud
computing.
</p>
<div class="columns w-row">
<div class="column w-col w-col-4 animated-item pre-anim pop-anim">
<img src="assets/img/nsf.jpeg" loading="lazy" alt="National Science Foundation" class="image-2" />
</div>
<div class="column w-col w-col-4 animated-item pre-anim pop-anim" style="--delay: 300">
<img src="assets/img/esi.png" loading="lazy" alt="eScience Institute" class="image-3" />
</div>
<div class="w-col w-col-4 animated-item pre-anim pop-anim" style="--delay: 600">
<img src="assets/img/esip.png" loading="lazy" alt="" class="image-3" />
</div>
</div>
<p class="paragraph animated-item pre-anim blur-in-anim">
With support from the <strong>National Science Foundation</strong> (NSF), <strong>University
of Washington eScience Institute</strong>, and the <strong>Earth Science Information Partners </strong>(ESIP),
we aim to be able to support our geoscience ML focused communities.
</p>
</div>
</div>
<!-- %START FOOTER -->
<footer class="section">
<div class="divider"></div>
<div class="container footer">
<div class="footer-wrap">
<a href="https://todoran.dev/" target="_blank" class="webflow-link w-inline-block">
<img src="assets/img/design.png" height="17" alt="" class="webflow-logo-tiny" />
<div class="paragraph-tiny">Website Design</div>
</a>
<a href="#scroll-top" class="webflow-link w-inline-block" id="scroll-top-button" title="Scroll to top">
<div class="paragraph-tiny">© GeoSMART</div>
<img src="assets/img/tiny_geosmart.png" height="15" alt="" class="webflow-logo-tiny" />
</a>
</div>
</div>
</footer>
<!-- %END FOOTER -->
<script type="module" src="js/index.js"></script>
</body>
</html>