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        <title><![CDATA[Stories by Florent Poux, Ph.D. on Medium]]></title>
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            <title><![CDATA[Running an Online Education Business after 2026: What the Numbers Actually Say]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/running-an-online-education-business-after-2026-what-the-numbers-actually-say-002f6bdd0073?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*dG2WLLPmGs4QbPqmC8IbnA.jpeg" width="1600"></a></p><p class="medium-feed-snippet">A founder&#x2019;s guide to running an online education business in a technical niche, from search demand and email to the stack and credentials</p><p class="medium-feed-link"><a href="https://medium.com/illumination/running-an-online-education-business-after-2026-what-the-numbers-actually-say-002f6bdd0073?source=rss-8ba7bf4ad784------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
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            <pubDate>Tue, 03 Nov 2026 09:20:41 GMT</pubDate>
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            <title><![CDATA[Automate Quotations From 3D Data: The Complete Python Guide]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/automate-quotations-from-3d-data-the-complete-python-guide-81b47fd6fcc5?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/600/1*R7hF-hqBm_c5TLIHhBON_w.png" width="600"></a></p><p class="medium-feed-snippet">How to turn a 3D point cloud into net wall areas, material quantities and a renovation quote, step-by-step with Python</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/automate-quotations-from-3d-data-the-complete-python-guide-81b47fd6fcc5?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
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            <pubDate>Mon, 02 Nov 2026 08:31:01 GMT</pubDate>
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            <title><![CDATA[How to Build a 2D Map and 3D Evacuation Simulation From  3D Scan Data (Python)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/how-to-build-a-2d-map-and-3d-evacuation-simulation-from-3d-scan-data-python-a4d7e71c0f0c?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/600/1*0Qqk3_VK81pUxH8KjX5tZg.png" width="600"></a></p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/how-to-build-a-2d-map-and-3d-evacuation-simulation-from-3d-scan-data-python-a4d7e71c0f0c?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/how-to-build-a-2d-map-and-3d-evacuation-simulation-from-3d-scan-data-python-a4d7e71c0f0c?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Mon, 26 Oct 2026 08:31:01 GMT</pubDate>
            <atom:updated>2026-10-26T08:31:01.495Z</atom:updated>
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            <title><![CDATA[How to Automate 3D Deliverables (Accessibility Map) From 3D Scan]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/how-to-automate-3d-deliverables-accessibility-map-from-3d-scan-3ecef96a5a6f?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/600/1*TB-1cz7WsppAgUhV1ba0rA.png" width="600"></a></p><p class="medium-feed-snippet">A step-by-step tutorial to generate 3D Maps that check clear widths, turning circles, and reachable rooms in a 3D point cloud.</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/how-to-automate-3d-deliverables-accessibility-map-from-3d-scan-3ecef96a5a6f?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/how-to-automate-3d-deliverables-accessibility-map-from-3d-scan-3ecef96a5a6f?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Mon, 19 Oct 2026 07:16:01 GMT</pubDate>
            <atom:updated>2026-10-19T07:16:01.629Z</atom:updated>
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            <title><![CDATA[3D Scan-to-BIM 101: Hands-on Automation Course]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/3d-scan-to-bim-101-hands-on-automation-course-92f9e45acd7d?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/600/1*NnB65D42_-LNDjHH0GN-HA.png" width="600"></a></p><p class="medium-feed-snippet">A practical 3D Scan-to-BIM guide with a focus on automated reconstruction of floors, ceilings, and walls, then exporting it as an&#xA0;.IFC file</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/3d-scan-to-bim-101-hands-on-automation-course-92f9e45acd7d?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/3d-scan-to-bim-101-hands-on-automation-course-92f9e45acd7d?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Mon, 12 Oct 2026 07:16:01 GMT</pubDate>
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            <title><![CDATA[How to Turn a 3D Scan Into a CAD Floor Plan]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/how-to-turn-a-3d-scan-into-a-cad-floor-plan-f38562744833?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*gz2CJVG_2UN6-K7oMYjm6w.png" width="1600"></a></p><p class="medium-feed-snippet">The step-by-step guide to turning a 3D point cloud scan into an editable DXF + PDF floor plan with clean vector walls</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/how-to-turn-a-3d-scan-into-a-cad-floor-plan-f38562744833?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/how-to-turn-a-3d-scan-into-a-cad-floor-plan-f38562744833?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Mon, 05 Oct 2026 08:01:02 GMT</pubDate>
            <atom:updated>2026-10-05T08:01:02.524Z</atom:updated>
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            <title><![CDATA[Turn 3D Gaussian Splatting into a textured mesh (Python, no GPU)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/turn-3d-gaussian-splatting-into-a-textured-mesh-python-no-gpu-5fb461b3d34a?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*efLxt6rxJOSdsJw6OgGUWw.png" width="1600"></a></p><p class="medium-feed-snippet">Python Guide to turn a trained 3D Gaussian splat of a forest cabin into a solid, textured mesh (.glb) you can open and edit in Blender.</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/turn-3d-gaussian-splatting-into-a-textured-mesh-python-no-gpu-5fb461b3d34a?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/turn-3d-gaussian-splatting-into-a-textured-mesh-python-no-gpu-5fb461b3d34a?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Tue, 22 Sep 2026 13:03:21 GMT</pubDate>
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            <title><![CDATA[Complete Guide to 3D Point Cloud Segmentation and Clustering]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/complete-guide-to-3d-point-cloud-segmentation-and-clustering-e6c716d37c62?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*fRuAC1AxvUTvp-Mea7uXlQ.png" width="1600"></a></p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/complete-guide-to-3d-point-cloud-segmentation-and-clustering-e6c716d37c62?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/complete-guide-to-3d-point-cloud-segmentation-and-clustering-e6c716d37c62?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Mon, 07 Sep 2026 10:51:02 GMT</pubDate>
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            <title><![CDATA[The Complete Roadmap to 3D Deep Learning on Point Clouds]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/the-complete-roadmap-to-3d-deep-learning-on-point-clouds-af6882e8c109?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*roVgM-CIjEjLDEzcuLPJpw.png" width="1600"></a></p><p class="medium-feed-snippet">A roadmap of 3D deep learning in Python, from why point clouds break ordinary networks to the models we use for 3D Scene Understanding.</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/the-complete-roadmap-to-3d-deep-learning-on-point-clouds-af6882e8c109?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/the-complete-roadmap-to-3d-deep-learning-on-point-clouds-af6882e8c109?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Wed, 19 Aug 2026 10:29:52 GMT</pubDate>
            <atom:updated>2026-08-19T10:29:52.117Z</atom:updated>
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            <title><![CDATA[The Complete Guide to 3D Reconstruction From Real Photos]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/the-complete-guide-to-3d-reconstruction-from-real-photos-1d09c5d9e53f?source=rss-8ba7bf4ad784------2"><img src="https://cdn-images-1.medium.com/max/1600/1*VBW0x2pJFLUvvP66Eu_7Bg.png" width="1600"></a></p><p class="medium-feed-snippet">One curated path through 3D reconstruction, from classical photogrammetry to AI depth to Gaussian Splatting, so a folder of ordinary&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/the-complete-guide-to-3d-reconstruction-from-real-photos-1d09c5d9e53f?source=rss-8ba7bf4ad784------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/the-complete-guide-to-3d-reconstruction-from-real-photos-1d09c5d9e53f?source=rss-8ba7bf4ad784------2</link>
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            <dc:creator><![CDATA[Florent Poux, Ph.D.]]></dc:creator>
            <pubDate>Tue, 28 Jul 2026 14:21:02 GMT</pubDate>
            <atom:updated>2026-07-28T14:21:02.195Z</atom:updated>
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