det.social

MortylenI’ve Started a New Machine Learning ProjectI just launched a small project focused on machine learning algorithms and metrics. I originally started it to better organize my knowledge and learn new things, but I realized it could be useful for others as well, so I decided to make it public.The goal is to help with choosing the right algorithm for different tasks, with detailed explanations and practical code examples. The project is still in its early stages (apologies for any mistakes), but I hope it’ll be useful to someone.Feedback is very much appreciated as it continues to evolve. Feel free to share your thoughts or suggestions!🔹 <a href="https://mlcompassguide.dev/" rel="nofollow noopener" translate="no" target="_blank">https://mlcompassguide.dev/</a><a href="https://techhub.social/tags/machine_learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machine_learning</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://techhub.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://techhub.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://techhub.social/tags/algorithm" class="mention hashtag" rel="nofollow noopener" target="_blank">#algorithm</a>

R-Podcast (Eric) :pci:Episode 210 of the <a href="https://a.gup.pe/u/rstats" class="u-url mention" rel="nofollow noopener" target="_blank">@rstats</a> <a href="https://fosstodon.org/@rweekly" class="u-url mention" rel="nofollow noopener" target="_blank">@rweekly</a> Highlights podcast is out! <a href="https://serve.podhome.fm/episodepage/r-weekly-highlights/210" rel="nofollow noopener" translate="no" target="_blank">https://serve.podhome.fm/episodepage/r-weekly-highlights/210</a>🎉 Positron officially arrives! <a href="https://fosstodon.org/@Posit" class="u-url mention" rel="nofollow noopener" target="_blank">@Posit</a> 🔩 shinytesters package <a href="https://fosstodon.org/@ashbaldry" class="u-url mention" rel="nofollow noopener" target="_blank">@ashbaldry</a> 🤔 Adding parameters to Shiny app URL (Mauricio "Pachá" Vargas)Grab yourself a new podcast app for an easy way to interact with the show and your hosts! <a href="https://newpodcastapps.com" rel="nofollow noopener" translate="no" target="_blank">https://newpodcastapps.com</a> h/t <a href="https://fosstodon.org/@mike_thomas" class="u-url mention" rel="nofollow noopener" target="_blank">@mike_thomas</a> & <a href="https://fosstodon.org/@colinfay" class="u-url mention" rel="nofollow noopener" target="_blank">@colinfay</a> 🙏 <a href="https://podcastindex.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://podcastindex.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://podcastindex.social/tags/V4V" class="mention hashtag" rel="nofollow noopener" target="_blank">#V4V</a>

Civic Data Lab💻→🧠→💻 Von Psychologie zu <a href="https://mas.to/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a>: Mpho aus unserem <a href="https://mas.to/tags/CivicDataLab" class="mention hashtag" rel="nofollow noopener" target="_blank">#CivicDataLab</a> Team zeigt, wie der Karrierewechsel zur <a href="https://mas.to/tags/Datenwissenschaft" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datenwissenschaft</a> gelingt! In unserem Espresso-Talk gibt es mehr Einblicke (auch als Video!). Neugierig? Hier gibt es mehr: <a href="https://civic-data.de/quereinsteiger-datenwissenschaft-wie-der-wechsel-aus-den-geisteswissenschaften-gelingt/" rel="nofollow noopener" translate="no" target="_blank">https://civic-data.de/quereinsteiger-datenwissenschaft-wie-der-wechsel-aus-den-geisteswissenschaften-gelingt/</a> <a href="https://mas.to/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mas.to/tags/Quereinsteiger" class="mention hashtag" rel="nofollow noopener" target="_blank">#Quereinsteiger</a> <a href="https://mas.to/tags/TechForGood" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechForGood</a> <a href="https://mas.to/@informatik" class="u-url mention" rel="nofollow noopener" target="_blank">@informatik</a> <a href="https://masto.ai/@correlaid" class="u-url mention" rel="nofollow noopener" target="_blank">@correlaid</a> <a href="https://social.bund.de/@CivicCoding" class="u-url mention" rel="nofollow noopener" target="_blank">@CivicCoding</a>

Peter Prevos 💧🎓📊🇳🇱🇦🇺# GiGo def data_science(garbage): print("garbage")<a href="https://aus.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a>

Robin Lovelace2-day Data Science for Transport Planning course is approaching. If you want to build your <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> skills and apply them to transport research and practical applications, as part of academic training (~50% discount for students) or professional development activities, this could be ideal for you! See details here: <a href="https://itsleeds.github.io/tds/dstp.html" rel="nofollow noopener" translate="no" target="_blank">https://itsleeds.github.io/tds/dstp.html</a>

LeanpubAdvanced Conformal Prediction:Practical Uncertainty Quantification for Real-World ML by Valery Manokhin is on sale on Leanpub! Its suggested price is $44.95; get it for $31.96 with this coupon: <a href="https://leanpub.com/sh/r7itvsfg" rel="nofollow noopener" translate="no" target="_blank">https://leanpub.com/sh/r7itvsfg</a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a>

LeanpubAdvanced Conformal Prediction:Practical Uncertainty Quantification for Real-World ML by Valery Manokhin is on sale on Leanpub! Its suggested price is $44.95; get it for $31.96 with this coupon: <a href="https://leanpub.com/sh/hvK35NST" rel="nofollow noopener" translate="no" target="_blank">https://leanpub.com/sh/hvK35NST</a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a>

STEMcoding ProjectSo you want to visit <a href="http://stemcoding.github.io" rel="nofollow noopener" translate="no" target="_blank">http://stemcoding.github.io</a> but your district blocked github? No problem! We set up a mirror at <a href="http://explore.stemcoding.org" rel="nofollow noopener" translate="no" target="_blank">http://explore.stemcoding.org</a> Check it out! <a href="https://mastodon.social/tags/CS4All" class="mention hashtag" rel="nofollow noopener" target="_blank">#CS4All</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://mastodon.social/tags/iteachphysics" class="mention hashtag" rel="nofollow noopener" target="_blank">#iteachphysics</a> <a href="https://mastodon.social/tags/iteachmath" class="mention hashtag" rel="nofollow noopener" target="_blank">#iteachmath</a> <a href="https://a.gup.pe/u/edutooters" class="u-url mention" rel="nofollow noopener" target="_blank">@edutooters</a>

atecon🚀 Excited to announce version 0.6 of my kmeans package for <a href="https://mastodon.social/tags/gretl" class="mention hashtag" rel="nofollow noopener" target="_blank">#gretl</a> is out! ✨ New in this release:Added silhouette analysis support with three new functions. These help you assess cluster quality. Accessible via scripting and GUI!🔗 Help text + sample : <a href="https://gretl.sourceforge.net/current_fnfiles/kmeans.gfn" rel="nofollow noopener" translate="no" target="_blank">https://gretl.sourceforge.net/current_fnfiles/kmeans.gfn</a>Background: <a href="https://en.wikipedia.org/wiki/Silhouette_(clustering)" rel="nofollow noopener" translate="no" target="_blank">https://en.wikipedia.org/wiki/Silhouette_(clustering)</a>RT <a href="https://econtwitter.net/@gretl" class="u-url mention" rel="nofollow noopener" target="_blank">@gretl</a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://mastodon.social/tags/kmeans" class="mention hashtag" rel="nofollow noopener" target="_blank">#kmeans</a> <a href="https://mastodon.social/tags/gretl" class="mention hashtag" rel="nofollow noopener" target="_blank">#gretl</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/Economics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Economics</a>

Diogo Vicente MendesAI’s fluency turns human imperfection into a defect. Hesitation looks weak. Misunderstanding looks like failure. Culture hardens around the machine’s pace. <a href="https://medium.com/@Diogo_Mendes/mirror-mirror-88b623fd312e" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/@Diogo_Mendes/mirror-mirror-88b623fd312e</a><a href="https://mastodon.social/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#artificialintelligence</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/communication" class="mention hashtag" rel="nofollow noopener" target="_blank">#communication</a> <a href="https://mastodon.social/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#psychology</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machinelearning</a> <a href="https://mastodon.social/tags/future" class="mention hashtag" rel="nofollow noopener" target="_blank">#future</a> <a href="https://mastodon.social/tags/relationships" class="mention hashtag" rel="nofollow noopener" target="_blank">#relationships</a>

TuxAcademyThis picture shows how AI isn't just about automation—it's transforming every industry with powerful applications.The future is AI-powered. Are you ready to learn with TuxAacademy?<a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/Future" class="mention hashtag" rel="nofollow noopener" target="_blank">#Future</a> of Work <a href="https://mastodon.social/tags/TuxAcademy" class="mention hashtag" rel="nofollow noopener" target="_blank">#TuxAcademy</a>

Microsoft DevBlogsorganizations can create robust ground truths that not only enhance model performance but also build user trust in AI systems.This strategic investment paves the way for AI solutions that are truly useful and aligned with business goals.<a href="https://dotnet.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://dotnet.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://dotnet.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://dotnet.social/tags/TechCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechCommunity</a>For more information check: <a href="https://devblogs.microsoft.com/ise/ground-truth-curation-for-ai-systems/" rel="nofollow noopener" translate="no" target="_blank">https://devblogs.microsoft.com/ise/ground-truth-curation-for-ai-systems/</a>.

Posit🚀 Appsilon Lunch & Learn | Sept 17 at posit::conf(2025)Clinical development is evolving—and the tools supporting it need to keep up. At this session, <a href="https://fosstodon.org/@appsilon" class="u-url mention" rel="nofollow noopener" target="_blank">@appsilon</a> will open up a conversation on how cloud-native Statistical Computing Environments can make regulated work faster, safer, and more collaborative.Join us: <a href="https://pos.it/conf" rel="nofollow noopener" translate="no" target="_blank">https://pos.it/conf</a><a href="https://fosstodon.org/tags/pharma" class="mention hashtag" rel="nofollow noopener" target="_blank">#pharma</a> <a href="https://fosstodon.org/tags/clinical" class="mention hashtag" rel="nofollow noopener" target="_blank">#clinical</a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a>

Harald KlinkeThis master thesis by Meenu Kadalassery explores the role of <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23BigData" target="_blank">#BigData</a> in shaping cultural policymaking. Future research is needed to test proposed frameworks, share best practices, and strengthen connections between cultural and technical fields. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23CulturalPolicy" target="_blank">#CulturalPolicy</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23DigitalHeritage" target="_blank">#DigitalHeritage</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23DataScience" target="_blank">#DataScience</a> <a href="https://opus4.kobv.de/opus4-btu/frontdoor/index/index/docId/7093" rel="nofollow noopener" target="_blank">opus4.kobv.de/opus4-btu/fron...</a>

JürgenWhat a surprise.<a href="https://mastodon.nl/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.nl/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://mastodon.nl/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#technology</a> <a href="https://mastodon.nl/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://mastodon.nl/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://mastodon.nl/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://mastodon.nl/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://mastodon.nl/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#genAI</a> <a href="https://mastodon.nl/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://mastodon.nl/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://mastodon.nl/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://mastodon.nl/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#llms</a><a href="https://www.techradar.com/pro/almost-all-genai-pilots-companies-deploy-are-failing-are-they-really-worth-the-hype" rel="nofollow noopener" translate="no" target="_blank">https://www.techradar.com/pro/almost-all-genai-pilots-companies-deploy-are-failing-are-they-really-worth-the-hype</a>

PositPositron's Layout lets you build your ideal workspace. 🛠️You have access to all your tools, from the Editor to the Console, the Plots Viewer to the Connections Pane, and more.Learn more: <a href="https://positron.posit.co/layout.html" rel="nofollow noopener" translate="no" target="_blank">https://positron.posit.co/layout.html</a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/Positron" class="mention hashtag" rel="nofollow noopener" target="_blank">#Positron</a> <a href="https://fosstodon.org/tags/IDE" class="mention hashtag" rel="nofollow noopener" target="_blank">#IDE</a>

Talk Python PodcastEpisode #516: Accelerating Python Data Science at NVIDIA with Ben Zaitlen and <a href="https://fosstodon.org/@mkennedy" class="u-url mention" rel="nofollow noopener" target="_blank">@mkennedy</a> <a href="https://fosstodon.org/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a><a href="https://talkpython.fm/episodes/show/516/accelerating-python-data-science-at-nvidia" rel="nofollow noopener" translate="no" target="_blank">https://talkpython.fm/episodes/show/516/accelerating-python-data-science-at-nvidia</a>

rijoSmall models can't learn search tasks despite more data <a href="https://ppc.land/small-models-cant-learn-search-tasks-despite-more-data/" rel="nofollow noopener" translate="no" target="_blank">https://ppc.land/small-models-cant-learn-search-tasks-despite-more-data/</a> <a href="https://frankfurt.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> <a href="https://frankfurt.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://frankfurt.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://frankfurt.social/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://frankfurt.social/tags/Transformers" class="mention hashtag" rel="nofollow noopener" target="_blank">#Transformers</a>

PPC LandSmall models can't learn search tasks despite more data: Small transformer models struggle with search tasks on larger graphs even when given unlimited training data and increased parameters, according to new research that challenges scaling assumptions for AI development. <a href="https://ppc.land/small-models-cant-learn-search-tasks-despite-more-data/" rel="nofollow noopener" translate="no" target="_blank">https://ppc.land/small-models-cant-learn-search-tasks-despite-more-data/</a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#ArtificialIntelligence</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIResearch</a> <a href="https://mastodon.social/tags/Transformers" class="mention hashtag" rel="nofollow noopener" target="_blank">#Transformers</a>

TuxAcademyEver wondered how machine learning actually works?With the help of this image, you can clearly see the step-by-step process that makes machines smarter every day!<a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/MLProcess" class="mention hashtag" rel="nofollow noopener" target="_blank">#MLProcess</a> <a href="https://mastodon.social/tags/TuxAcademy" class="mention hashtag" rel="nofollow noopener" target="_blank">#TuxAcademy</a>

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