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81</head><body class="bodysless"><div data-animation="default" data-collapse="medium" data-duration="400" data-easing="ease" data-easing2="ease" role="banner" class="navbar w-nav"><div class="header_container w-container"><a href="/" aria-current="page" class="w-nav-brand w--current"><img src="https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e26518c316643e1820f17e_horizontal_sml-small.png" loading="lazy" alt="" class="brand_sless"/></a><nav role="navigation" class="nav-menu-3 w-nav-menu"><a href="/blog/what-is-serverless-machine-learning" class="nav-link-2 w-nav-link">What is Serverless Machine Learning</a><a href="/blogs" class="nav-link-2 w-nav-link">Blogs</a><a href="/mlapps" class="nav-link-2 w-nav-link">MLApps</a><div data-hover="false" data-delay="0" class="dropdown w-dropdown"><div class="w-dropdown-toggle"><div class="w-icon-dropdown-toggle"></div><div>Resources</div></div><nav class="dropdown-list w-dropdown-list"><a href="/sml-course" class="dropdown-link w-dropdown-link">SMLÂ Course</a><a href="https://www.featurestore.org/" target="_blank" class="dropdown-link w-dropdown-link">Feature Store for ML</a><a href="https://www.hopsworks.ai/mlops-dictionary?utm_source=serverless&utm_medium=web" class="dropdown-link w-dropdown-link">MLOps Dictionary</a><a href="https://discord.gg/uRbSdXauk7" class="dropdown-link w-dropdown-link">Join our Discord</a><a href="https://www.featurestore.org/" target="_blank" class="dropdown-link w-dropdown-link">Contribute</a></nav></div><a href="https://discord.gg/uRbSdXauk7" target="_blank" class="link-block w-inline-block"><img src="https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e2600de661324b82767a51_636e0a6a49cf127bf92de1e2_icon_clyde_blurple_RGB.png" loading="lazy" alt="" class="discord_picture"/></a><a href="https://twitter.com/serverlessml" target="_blank" class="link-block w-inline-block"><img src="https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg.png" loading="lazy" sizes="(max-width: 991px) 100vw, 939.9921875px" srcset="https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg-p-500.png 500w, https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg-p-800.png 800w, https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg-p-1080.png 1080w, https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg-p-1600.png 1600w, https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg-p-2000.png 2000w, https://cdn.prod.website-files.com/6310a1865ccb63a182fd6a14/63e368afc61ff0464562f4fa_Twitter-logo.svg.png 2491w" alt="" class="standard_icon"/></a></nav><div class="menu-button-2 w-nav-button"><div class="icon-2 w-icon-nav-menu"></div></div></div></div><div class="underhead_01"><div class="_1240"><div class="container-2 w-container"><h1 class="headingsless">Serverless Machine Learning</h1><h3 class="under_h3"><em class="italic-text-2">The Infrastructure-less MLOps</em></h3><h2 class="heading-8">A community for building Machine Learning <br/>(ML) systems using Python and MLOps best practices.</h2></div></div></div><div class="blogs"><div class="_1240"><div class="heading_container w-container"><a href="/blogs" class="w-inline-block"><h2 class="h2_sless">Blogs</h2></a></div><div class="w-container"><div class="collection_blog w-dyn-list"><div role="list" class="collection-list w-dyn-items"><div role="listitem" class="collection-item w-dyn-item"><a href="/blog/from-50-ml-projects-48-made-it-to-production-within-2-weeks-how" target="_blank" class="linked_blog internal w-inline-block"><img src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2.png" loading="lazy" alt="" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2.png 1200w" class="image-10"/><div>March 1, 2023</div><h3 class="h3blog">From 50 ML projects, 48 made it to production within 2 weeks. How?</h3><p>There is no such thing as a single machine learning pipeline - there are feature pipelines, training pipelines, and inference pipelines. </p></a><a href="#" class="linked_blog external w-inline-block w-condition-invisible"><img src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2.png" loading="lazy" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63ff3108e101657ff1557eb1_Serverless%20Blog%20V2.png 1200w" class="image-10"/><div>March 1, 2023</div><h3 class="h3blog">From 50 ML projects, 48 made it to production within 2 weeks. How?</h3><p>There is no such thing as a single machine learning pipeline - there are feature pipelines, training pipelines, and inference pipelines. </p></a></div><div role="listitem" class="collection-item w-dyn-item"><a href="/blog/youre-probably-monitoring-your-models-wrong" target="_blank" class="linked_blog internal w-inline-block w-condition-invisible"><img src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051.jpg" loading="lazy" alt="" sizes="(max-width: 767px) 100v
81w, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-800.jpg 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-1080.jpg 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-1600.jpg 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-2000.jpg 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-2600.jpg 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-3200.jpg 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051.jpg 5739w" class="image-10"/><div>February 20, 2023</div><h3 class="h3blog">You're probably monitoring your models wrong</h3><p>Find out what works for model monitoring based on our experience working with dozens of companies and thousands of students.</p></a><a href="https://gantry.io/blog/youre-probably-monitoring-your-models-wrong/" target="_blank" class="linked_blog external w-inline-block"><img src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051.jpg" loading="lazy" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-800.jpg 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-1080.jpg 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-1600.jpg 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-2000.jpg 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-2600.jpg 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051-p-3200.jpg 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f36a4d83689d61a08b57fd_pexels-stanislav-kondratiev-10594051.jpg 5739w" class="image-10"/><div>February 20, 2023</div><h3 class="h3blog">You're probably monitoring your models wrong</h3><p>Find out what works for model monitoring based on our experience working with dozens of companies and thousands of students.</p></a></div></div></div></div></div></div><div class="mid"><div class="_1240"><div class="heading_container w-container"><a href="/mlapps" class="w-inline-block"><h2 class="h2_sless">Machine Learning Apps</h2></a><p class="paragraph-3"><strong>A currated look at tools, products, ideas and projects built with serverless Machine Learning (ML)</strong></p></div><div class="w-container"><div class="collection_blog w-dyn-list"><div role="list" class="w-dyn-items"><div role="listitem" class="collection-currated w-dyn-item"><a href="https://github.com/Hope-Liang/ID2223Project" target="_blank" class="linked_currated w-inline-block"><div><div class="curratedblock"><img loading="lazy" alt="" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dea6512522bf1883ed10_san%20francisco.png" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dea6512522bf1883ed10_san%20francisco-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dea6512522bf1883ed10_san%20francisco-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dea6512522bf1883ed10_san%20francisco.png 992w" class="image-11"/><div class="div-block-16"><h4 class="heading-11">Predicting Crime in San Francisco</h4><p class="paragraph-5">Serverless ML system that classifies the incident category based on its time and location in San Francisco, US.</p><div class="div-block-18"><div class="text-block-4">Source: </div><div class="text_link">https://github.com/Hope-Liang/ID2223Project</div></div></div></div></div></a></div>
81<div role="listitem" class="collection-currated w-dyn-item"><a href="https://github.com/aykhazanchi/id2223-scalable-ml/tree/master/proj" target="_blank" class="linked_currated w-inline-block"><div><div class="curratedblock"><img loading="lazy" alt="" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dd65728db7469a6118c6_nyc.png" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dd65728db7469a6118c6_nyc-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dd65728db7469a6118c6_nyc-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dd65728db7469a6118c6_nyc.png 992w" class="image-11"/><div class="div-block-16"><h4 class="heading-11">Predicting Electricity Prices in NYC</h4><p class="paragraph-5">Prediction service that predicts the daily electricity demand in megawatthours in New York, USA.</p><div class="div-block-18"><div class="text-block-4">Source: </div><div class="text_link">https://github.com/aykhazanchi/id2223-scalable-ml/tree/master/proj</div></div></div></div></div></a></div><div role="listitem" class="collection-currated w-dyn-item"><a href="https://github.com/antonbn/ID2223Project" target="_blank" class="linked_currated w-inline-block"><div><div class="curratedblock"><img loading="lazy" alt="" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dc2bad29d4a36f396c02_electricity.png" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dc2bad29d4a36f396c02_electricity-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dc2bad29d4a36f396c02_electricity-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4dc2bad29d4a36f396c02_electricity.png 992w" class="image-11"/><div class="div-block-16"><h4 class="heading-11">Electricity Price Prediction for Sweden</h4><p class="paragraph-5">Predicting the daily average energy price in Stockholm/SE3 for the upcoming 7 days. </p><div class="div-block-18"><div class="text-block-4">Source: </div><div class="text_link">https://github.com/antonbn/ID2223Project</div></div></div></div></div></a></div><div role="listitem" class="collection-currated w-dyn-item"><a href="https://github.com/GianlucaRub/Scalable-Machine-Learning-and-Deep-Learning/tree/main/Project" target="_blank" class="linked_currated w-inline-block"><div><div class="curratedblock"><img loading="lazy" alt="" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d931e5f7f62a3d043cdd_Untitled%20design.png" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d931e5f7f62a3d043cdd_Untitled%20design-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d931e5f7f62a3d043cdd_Untitled%20design-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d931e5f7f62a3d043cdd_Untitled%20design.png 1080w" class="image-11"/><div class="div-block-16"><h4 class="heading-11">Double The Resolution Of Your Image</h4><p class="paragraph-5">Doubling pictures' resolution.</p><div class="div-block-18"><div class="text-block-4">Source: </div><div class="text_link">https://github.com/GianlucaRub/Scalable-Machine-Learning-and-Deep-Learning/tree/main/Project</div></div></div></div></div></a></div><div role="listitem" class="collection-currated w-dyn-item"><a href="https://github.com/torileatherman/news_articles_sentiment" target="_blank" class="linked_currated w-inline-block"><div><div class="curratedblock"><img loading="lazy" alt="" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d61e5838a8d2a3b6752b_news2.png" sizes="(max-width: 767px) 100vw, (max-width: 991px) 727.4140625px, 939.9375px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d61e5838a8d2a3b6752b_news2-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d61e5838a8d2a3b6752b_news2-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63f4d61e5838a8d2a3b6752b_news2.png 918w" class="image-11"/><div class="div-block-16"><h4 class="heading-11">News Articles For A Specified Sentiment</h4><p class="paragraph-5">ML pipeline that predicts the sentiment of and recommends news articles based on their headlines.</p><div class="div-block-18"><div class="text-block-4">Source: </div><div class="text_link">https://github.com/torileatherman/news_articles_sentiment</div></div></div></div></div></a></div></div></div></div></div></div><div class="section-4"><div class="_1240"><div class="heading_container w-container"><a href="#" class="link-block-4 w-inline-block"><h2 class="h2_sless">Serverless Platforms</h2></a></div><div class="w-container"><div class="collection-list-wrapper-3 w-dyn-list"><div role="list" class="w-dyn-items"><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/652faa1cf54f98913b03a0cd_logo.13f5d108.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/652faa1cf54f98913b03a0cd_logo.13f5d108.svg" alt="Green Cloud Computing" class="logo_serverless"/><p>Green Cloud is a subscription service for software services to perform cloud computing tasks such as Function As A Service, Storage and Database.</p><a href="https://www.greencloudcomputing.io/" class="w-inline-block"><div>https://www.greencloudcomputing.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo.webp" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-500.webp 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-800.webp 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-1080.webp 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo.webp 1743w" class="logo_serverless invert"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo.webp" alt="Sumatra" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-500.webp 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-800.webp 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo-p-1080.webp 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/64422597c3ccfa8676b643b9_sumatra%20ai%20logo.webp 1743w" class="logo_serverless w-condition-invisible"/><p>Sumatra gives teams building AI-driven apps a simple solution to ship and iterate fast without sacrificing security, customization, or scale.</p><a href="https://sumatra.ai/" class="w-inline-block"><div>https://sumatra.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00);color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00)" class="text-block-5">Streaming</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.27
8159c43b%20copy.jpg" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy-p-800.jpg 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy.jpg 1042w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy.jpg" alt="Beam" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy-p-800.jpg 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/643d3eb661039ce9c6fe1d8e_beam-logo.2759c43b%20copy.jpg 1042w" class="logo_serverless"/><p>Develop on serverless GPUs, deploy highly performant APIs, and rapidly prototype cloud applications â without managing any infrastructure.</p><a href="https://www.beam.cloud/" class="w-inline-block"><div>https://www.beam.cloud/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(243, 84.15%, 78.97%, 1.00);color:hsla(243, 84.15%, 78.97%, 1.00)" class="text-block-5">GPUs</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2953c3631fd8386f01c_pinecone%20logo.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2953c3631fd8386f01c_pinecone%20logo.png" alt="Pinecone" class="logo_serverless"/><p>The Pinecone vector database makes it easy to build high-performance vector search applications. Developer-friendly, fully managed, and easily scalable without infrastructure hassles.</p><a href="https://www.pinecone.io/" class="w-inline-block"><div>https://www.pinecone.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(213.80281690140845, 30.99%, 48.35%, 1.00);color:hsla(213.80281690140845, 30.99%, 48.35%, 1.00)" class="text-block-5">Vector Database</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo.png 1150w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo.png" alt="WhyLabs" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c2073963c5e2dd790be1_whylabs%20logo.png 1150w" class="logo_serverless"/><p>Enable MLOps with cloud-agnostic model monitoring and data monitoring via the WhyLabs AI Observability Platform. Supports any data, at any scale.</p><a href="https://whylabs.ai/" class="w-inline-block"><div>https://whylabs.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">
81State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(343, 100.00%, 30.33%, 1.00);color:hsla(343, 100.00%, 30.33%, 1.00)" class="text-block-5">Monitoring</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c311bb8e9b84da8babf6_gantry%20logo_.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c311bb8e9b84da8babf6_gantry%20logo_.png" alt="Gantry" class="logo_serverless"/><p>Gantry helps you improve your ML products with analytics, alerting, and human feedback. </p><a href="https://gantry.io/" class="w-inline-block"><div>https://gantry.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(343, 100.00%, 30.33%, 1.00);color:hsla(343, 100.00%, 30.33%, 1.00)" class="text-block-5">Monitoring</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c159eb91e0430ecb1c67_arize%20logo%20.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c159eb91e0430ecb1c67_arize%20logo%20.svg" alt="Arize" class="logo_serverless"/><p>Increase model velocity and improve AI outcomes with Arize AIâs ML observability platform. Discover issues, diagnose problems, and improve performance.</p><a href="https://arize.com/" class="w-inline-block"><div>https://arize.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(343, 100.00%, 30.33%, 1.00);color:hsla(343, 100.00%, 30.33%, 1.00)" class="text-block-5">Monitoring</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c1068b5a9cdf2d4c1d54_azure%20ml%20.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c1068b5a9cdf2d4c1d54_azure%20ml%20.png" alt="Azure ML" class="logo_serverless"/><p>Build machine learning models in a simplified way with machine learning platforms from Azure. Machine learning as a service increases accessibility and efficiency.</p><a href="https://azure.microsoft.com/en-us/products/machine-learning/" class="w-inline-block"><div>https://azure.microsoft.com/en-us/products/machine-learning/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c07e17406d2ac0079aed_cerebrium%20logo.svg" alt="" class="logo_serverless invert"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4c07e17406d2ac0079aed_cerebrium%20logo.svg" alt="Cerebrium " class="logo_serverless w-condition-invisible"/><p>Cerebrium makes it easy to launch machine learning models in the cloud and scale up as you grow â with serverless GPUâs, model versioning, shadow deployments and more.</p><a href="https://www.cerebrium.ai/" class="w-inline-block"><div>https://www.cerebrium.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">
81State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bff817406d72fe07888f_amazon_sagemaker-logo.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bff817406d72fe07888f_amazon_sagemaker-logo.png" alt="SageMaker " class="logo_serverless"/><p>Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.</p><a href="https://aws.amazon.com/sagemaker/" class="w-inline-block"><div>https://aws.amazon.com/sagemaker/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(47, 100.00%, 46.67%, 1.00);color:hsla(47, 100.00%, 46.67%, 1.00)" class="text-block-5">Model Registry</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bfa558184733a79f92c7_banana%20logo.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bfa558184733a79f92c7_banana%20logo.svg" alt="Banana" class="logo_serverless"/><p>Banana provides inference hosting on serverless GPUs for machine learning models. It allows you to deploy in three easy steps and a single line of code.</p><a href="https://www.banana.dev/" class="w-inline-block"><div>https://www.banana.dev/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-2600.png 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-3200.png 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo.png 4096w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo.png" alt="Valohai" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-2600.png 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo-p-3200.png 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be9deb91e008accaf885_valohai%20logo.png 4096w" class="logo_serverless"/><p>An MLOps platform purpose-built for Pioneers. With Valohai, ML Pioneers push machine learning to completely new frontiers.</p><a href="https://valohai.com/" class="w-inline-block"><div>https://valohai.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(173, 34.69%, 51.00%, 1.00);color:hsla(173, 34.69%, 51.00%, 1.00)" class="text-block-5">Experiments</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be0fffed9b6a4ef63bac_Neptune%20ai%20logo.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4be0fffed9b6a4ef63bac_Neptune%20ai%20logo.png" alt="Neptune AI" class="logo_serverless"/><p>Manage all your model-building metadata in a single place. Track experiments, register models, integrate with any MLOps tool stack.</p><a href="https://neptune.ai/" class="w-inline-block"><div>https://neptune.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(173, 34.69%, 51.00%, 1.00);color:hsla(173, 34.69%, 51.00%, 1.00)" class="text-block-5">Experiments</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20.png 876w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20.png" alt="Comet ML" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bdb12e2d5480e2a679e4_comet%20ai%20logo%20.png 876w" class="logo_serverless"/><p>Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.</p><a href="https://www.comet.com/site/" class="w-inline-block"><div>https://www.comet.com/site/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(173, 34.69%, 51.00%, 1.00);color:hsla(173, 34.69%, 51.00%, 1.00)" class="text-block-5">Experiments</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20.png 1802w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20.png" alt="Weights & Biases" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4bcd4f1ed0f94b6d3ff9e_w%26b%20logo%20.png 1802w" class="logo_serverless"/><p>WandB is a central dashboard to keep track of your hyperparameters, system metrics, and predictions so you can compare models live, and share your findings.</p><a href="https://wandb.ai/site" class="w-inline-block"><div>https://wandb.ai/site</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(173, 34.69%, 51.00%, 1.00);color:hsla(173, 34.69%, 51.00%, 1.00)" class="text-block-5">Experiments</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">
81State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(47, 100.00%, 46.67%, 1.00);color:hsla(47, 100.00%, 46.67%, 1.00)" class="text-block-5">Model Registry</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple.png 1626w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple.png" alt="Train ML" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e4baee3aa9cf3813b082cc_trainML-logo-purple.png 1626w" class="logo_serverless"/><p>A GPU-enabled Deep Learning Model Training and Hyperparameter platform that lets you start training models on GPUs without the fuss of server management, SSH tunnelling, or data and library management gymnastics.</p><a href="https://www.trainml.ai/" class="w-inline-block"><div>https://www.trainml.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(243, 84.15%, 78.97%, 1.00);color:hsla(243, 84.15%, 78.97%, 1.00)" class="text-block-5">GPUs</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext.png 2181w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext.png" alt="Streamlit" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bf3def0d2abe4a559b53_Streamlit-logo-primary-colormark-darktext.png 2181w" class="logo_serverless"/><p>Streamlit is an open-source app framework for Machine Learning and Data Science teams.</p><a href="https://streamlit.io/" class="w-inline-block"><div>https://streamlit.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00);color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00)" class="text-block-5">User Interface</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo.png 715w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo.png" alt="Github Pages" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bec3fccd4a54ec38283e_github%20pages%20logo.png 715w" class="logo_serverless"/><p>GitHub Pages is a static site hosting service that takes HTML, CSS, and JavaScript files straight from a repository on GitHub, optionally runs the files through a build process, and publishes a website.</p><a href="https://pages.github.com/" class="w-inline-block"><div>https://pages.github.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00);color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00)" class="text-block-5">User Interface</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3be4d09e754e643ab00a8_amazon-emr%20logo.webp" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3be4d09e754e643ab00a8_amazon-emr%20logo.webp" alt="Amazon EMR" class="logo_serverless"/><p>Amazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and machine learning applications using open-source analytics frameworks such as Apache Spark, Apache Hive, and Presto.</p><a href="https://aws.amazon.com/emr/" class="w-inline-block"><div>https://aws.amazon.com/emr/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(302, 100.00%, 39.33%, 1.00);color:hsla(302, 100.00%, 39.33%, 1.00)" class="text-block-5">Spark</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bd1c62745551745861ca_data%20proc%20logo.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3bd1c62745551745861ca_data%20proc%20logo.png" alt="GCP Dataproc" class="logo_serverless"/><p>Dataproc is a fully managed and highly scalable service for running Apache Hadoop, Apache Spark, Apache Flink, Presto, and 30+ open source tools and frameworks. </p><a href="https://cloud.google.com/dataproc" class="w-inline-block"><div>https://cloud.google.com/dataproc</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(302, 100.00%, 39.33%, 1.00);color:hsla(302, 100.00%, 39.33%, 1.00)" class="text-block-5">Spark</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo.png 1000w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo.png" alt="Chalice" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3baf5578d3ed2a9efe464_chalice%20logo.png 1000w" class="logo_serverless"/><p>Chalice is a framework for writing serverless apps in python. It allows you to quickly create and deploy applications that use AWS Lambda.</p><a href="https://github.com/aws/chalice" class="w-inline-block"><div>https://github.com/aws/chalice</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196, 100.00%, 37.33%, 1.00);color:hsla(196, 100.00%, 37.33%, 1.00)" class="text-block-5">Python</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run.webp" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run-p-500.webp 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run.webp 769w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run.webp" alt="GCP Cloud Run" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run-p-500.webp 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b8fab1e1f8204574d430_logo-google-cloud-run.webp 769w" class="logo_serverless"/><p>A fully managed compute platform that automatically scales containers. Build apps
81in your favorite language and deploy them in seconds.</p><a href="https://cloud.google.com/run" class="w-inline-block"><div>https://cloud.google.com/run</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196, 100.00%, 37.33%, 1.00);color:hsla(196, 100.00%, 37.33%, 1.00)" class="text-block-5">Python</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo.png 1200w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo.png" alt="Immerok" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b7ba20155df82993af02_imrk-opengraph-black%20logo.png 1200w" class="logo_serverless"/><p>Immerok is a leading contributor to Apache Flink®, building a new, fully managed Apache Flink cloud service for real-time stream processing apps at any scale.</p><a href="https://www.immerok.io/" class="w-inline-block"><div>https://www.immerok.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00);color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00)" class="text-block-5">Streaming</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo.png 960w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo.png" alt="GCP Workflows" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b4c3578d3e3ab9ef7c35_google%20workflows%20logo.png 960w" class="logo_serverless"/><p>Workflows is a fully-managed orchestration platform that executes services in an order that you define: a workflow. </p><a href="https://cloud.google.com/workflows/" class="w-inline-block"><div>https://cloud.google.com/workflows/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(288, 100.00%, 22.67%, 1.00);color:hsla(288, 100.00%, 22.67%, 1.00)" class="text-block-5">Orchestration</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b543deb0593b32a86c7f_aws-step-functions-1.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b543deb0593b32a86c7f_aws-step-functions-1.svg" alt="AWS Step Functions" class="logo_serverless"/><p>AWS Step Functions is a visual workflow service that helps developers use AW
81S services to build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines.</p><a href="https://aws.amazon.com/step-functions/" class="w-inline-block"><div>https://aws.amazon.com/step-functions/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(288, 100.00%, 22.67%, 1.00);color:hsla(288, 100.00%, 22.67%, 1.00)" class="text-block-5">Orchestration</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b15ce42fdfb77b98c8f8_Hopsworks%20-%20logo%20-%202022%20.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3b15ce42fdfb77b98c8f8_Hopsworks%20-%20logo%20-%202022%20.svg" alt="Hopsworks" class="logo_serverless"/><p>A python-centric feature store with the most complete MLOps capabilities. Collaborate and create an effective pipeline on all of your AI data, and bring your models to production.</p><a href="https://www.hopsworks.ai/" class="w-inline-block"><div>https://www.hopsworks.ai/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(114, 100.00%, 31.33%, 1.00);color:hsla(114, 100.00%, 31.33%, 1.00)" class="text-block-5">Feature Store</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(47, 100.00%, 46.67%, 1.00);color:hsla(47, 100.00%, 46.67%, 1.00)" class="text-block-5">Model Registry</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3af645c93e01ec26555b9_amazons3%20logo.svg" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3af645c93e01ec26555b9_amazons3%20logo.svg" alt="Amazon S3" class="logo_serverless"/><p>A cloud object storage with industry-leading scalability, data availability, security, and performance.</p><a href="https://aws.amazon.com/s3/" class="w-inline-block"><div>https://aws.amazon.com/s3/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(82, 100.00%, 24.33%, 1.00);color:hsla(82, 100.00%, 24.33%, 1.00)" class="text-block-5">Object Store</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo.jpg" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo.jpg 750w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo.jpg" alt="Azure Synapse Analytics" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo-p-500.jpg 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ae8ab40e374912bf599a_azure%20synapse%20analytics%20logo.jpg 750w" class="logo_serverless"/><p>A limitless analytics service that brings together data integration, enterprise data warehousing, and big data analytics.</p>
81<a href="https://azure.microsoft.com/en-us/products/synapse-analytics/#overview" class="w-inline-block"><div>https://azure.microsoft.com/en-us/products/synapse-analytics/#overview</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo.png 1024w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo.png" alt="Google Cloud Storage" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3adbae42fdf07639897db_google%20cloud%20storage%20logo.png 1024w" class="logo_serverless"/><p>Cloud Storage is a managed service for storing unstructured data. Store any amount of data and retrieve it as often as you like.</p><a href="https://cloud.google.com/storage" class="w-inline-block"><div>https://cloud.google.com/storage</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-2600.png 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-3200.png 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo.png 5240w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo.png" alt="Google BigQuery" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-2600.png 2600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo-p-3200.png 3200w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ac2d9cdc53048efa4c7d_google-bigquery%20logo.png 5240w" class="logo_serverless"/><p>BigQuery is a serverless, cost-effective and multicloud data warehouse designed to help you turn big data into valuable business insights.</p><a href="https://cloud.google.com/bigquery" class="w-inline-block"><div>https://cloud.google.com/bigquery</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo.png 1420w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo.png" alt="Databricks" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3ab65d3c4f28a329a6e23_databricks-logo.png 1420w" class="logo_serverless"/><p>Databricks combines data warehouses & data lakes into a lakehouse architecture.</p>
81<a href="https://www.databricks.com/" class="w-inline-block"><div>https://www.databricks.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(302, 100.00%, 39.33%, 1.00);color:hsla(302, 100.00%, 39.33%, 1.00)" class="text-block-5">Spark</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg.png 2560w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg.png" alt="Snowflake" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-800.png 800w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-1080.png 1080w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-1600.png 1600w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg-p-2000.png 2000w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a90b09e75490b4a9b700_Snowflake_Logo.svg.png 2560w" class="logo_serverless"/><p>A single, global platform that powers the Data Cloud. Snowflake is uniquely designed to connect businesses globally, across any type or scale of data and many different workloads, and unlock seamless data collaboration.</p><a href="https://www.snowflake.com/" class="w-inline-block"><div>https://www.snowflake.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a844578d3e5db6eecc5a_awsRedshift%20logo.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a844578d3e5db6eecc5a_awsRedshift%20logo.png" alt="Amazon Redshift" class="logo_serverless"/><p>A fully managed, petabyte-scale data warehouse service in the cloud. </p><a href="https://aws.amazon.com/redshift/" class="w-inline-block"><div>https://aws.amazon.com/redshift/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a575627455dbc5571f76_microsoft-azure-data-lake.png" alt="" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e3a575627455dbc5571f76_microsoft-azure-data-lake.png" alt="Azure Delta Lake Storage" class="logo_serverless"/><p>Delta Lake is an open-source storage layer that brings ACID (atomicity, consistency, isolation, and durability) transactions to Apache Spark and big data workloads.</p><a href="https://delta.io/" class="w-inline-block"><div>https://delta.io/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00);color:hsla(196.02094240837698, 80.59%, 53.53%, 1.00)" class="text-block-5">Data Warehouse</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(82, 100.00%, 24.33%, 1.00);color:hsla(82, 100.00%, 24.33%, 1.00)" class="text-block-5">Object Store</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo.png" alt="" sizes="100vw" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo.png 650w" class="logo_serverless invert w-condition-invisible"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo.png" alt="Hugging Face" sizes="(max-width: 479px) 100vw, 250px" srcset="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo-p-500.png 500w, https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27c0a439b7b27cfdabd1a_hf-logo.png 650w" class="logo_serverless"/><p>Tools for building applications using machine learning.</p><a href="https://huggingface.co/" class="w-inline-block"><div>https://huggingface.co/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00);color:hsla(167.1074380165289, 50.63%, 53.14%, 1.00)" class="text-block-5">User Interface</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00);color:hsla(25.176470588235293, 100.00%, 50.00%, 1.00)" class="text-block-5">
81State</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00);color:hsla(262.7027027027027, 84.09%, 65.49%, 1.00)" class="text-block-5">Model Serving</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(47, 100.00%, 46.67%, 1.00);color:hsla(47, 100.00%, 46.67%, 1.00)" class="text-block-5">Model Registry</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27b98fe8b552be3fc2313_639db43684d8d428297865bc_Group%20117%20(1).svg" alt="" class="logo_serverless invert"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27b98fe8b552be3fc2313_639db43684d8d428297865bc_Group%20117%20(1).svg" alt="Decodable" class="logo_serverless w-condition-invisible"/><p>Decodable is a real-time stream processing platform.</p><a href="https://www.decodable.co/" class="w-inline-block"><div>https://www.decodable.co/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00);color:hsla(247.3469387755102, 100.00%, 9.61%, 1.00)" class="text-block-5">Streaming</div></div></div></div></div></div></div><div role="listitem" class="collection-item-3 w-clearfix w-dyn-item"><div class="tools"><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27b40e661321d5278519b_logotype-bb8cd083.svg" alt="" class="logo_serverless invert"/><img height="70" loading="lazy" width="250" src="https://cdn.prod.website-files.com/63e26df0d6659968e46142f7/63e27b40e661321d5278519b_logotype-bb8cd083.svg" alt="Modal" class="logo_serverless w-condition-invisible"/><p>Modal lets you run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without your own infrastructure.</p><a href="https://modal.com/" class="w-inline-block"><div>https://modal.com/</div></a><div class="w-dyn-list"><div role="list" class="collection-list-2 w-dyn-items"><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(330, 89.03%, 38.44%, 1.00);color:hsla(330, 89.03%, 38.44%, 1.00)" class="text-block-5">Compute</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(288, 100.00%, 22.67%, 1.00);color:hsla(288, 100.00%, 22.67%, 1.00)" class="text-block-5">Orchestration</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(196, 100.00%, 37.33%, 1.00);color:hsla(196, 100.00%, 37.33%, 1.00)" class="text-block-5">Python</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00);color:hsla(341.90954773869345, 86.15%, 54.71%, 1.00)" class="text-block-5">ML Development</div></div></div><div role="listitem" class="collection-item-2 w-dyn-item"><div class="div-block-19"><div style="border-color:hsla(243, 84.15%, 78.97%, 1.00);color:hsla(243, 84.15%, 78.97%, 1.00)" class="text-block-5">GPUs</div></div></div></div></div></div></div></div></div></div></div><div class="_1240"></div></div><div class="mid"><div class="_1240"><div class="_1240"></div><div class="container-3 w-container"><h2>Join the Serverless ML Movement</h2><p class="paragraph-3">Join our community dedicated to Serverless Machine Learning and take your skills to the next level. Focus on building and making operational ML models without the hassle of managing infrastru
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