Writing Exchange

Quercus ⚫🟣⚪🟡What the techbro fascist makers of generative AI are trying to accomplish is to create a world 100% driven by statistics and their desired 'models of existence'. The people behind AI are poor statisticians, however, as they dont understand the limits of the field. Statistics are only 100% relevant in the exact time and place they were collected; the further away you get from your collection, the more limited they become if you are trying to apply them to the present. This is particularly true in human sciences fields (economics, medicine, government, culture, psychology). This is why AI will always be extremely energy intensive, because its makers have to perpetually sample their dataset by adding new context, while simultaneously resampling all old material, because the algorithym has to reprocess old data in light of new context.The main problem is that the data AI uses is generated by humans. Collecting and parsing data is extremely time consuming and difficult work for good reason, requiring the expertise of scientists who understand the limits of statistics and the pitfalls of study design. AI is trying to replace human scientists and bureaucrats using data generated by scientists and bureaucrats. But generative AI and its creators dont understand the scientific process - they just process a bunch of data and spit out the most statistically likely outcome (something we were already capable of before). By attempting to replace human scientists and experts, generative AI is destroying its own dataset, the very basis of its existence. In other words, it will effectively eat itself, while its ability to generate new relevant data will be severely hamstrung, as AI is not capable of 'understanding' anything, let alone applying the scientific process. <a href="https://beige.party/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#science</a> <a href="https://beige.party/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datascience</a> <a href="https://beige.party/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statistics</a> <a href="https://beige.party/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a>

Adrianna Tanthe state of california is hiring a senior data scientist<a href="https://innovation.ca.gov/join-us/senior-data-scientist/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://innovation.ca.gov/join-us/senior-data-scientist/</a><a href="https://hachyderm.io/tags/Data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Data</a> <a href="https://hachyderm.io/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://hachyderm.io/tags/DataScientist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScientist</a> <a href="https://hachyderm.io/tags/Jobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jobs</a> <a href="https://hachyderm.io/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GetFediHired</a> <a href="https://hachyderm.io/tags/California" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#California</a> <a href="https://hachyderm.io/tags/PublicInterestTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PublicInterestTech</a> <a href="https://hachyderm.io/tags/CivicTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CivicTech</a> <a href="https://hachyderm.io/tags/Government" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Government</a>

Robin LovelaceJoin me at the University of Leeds for my inaugural lecture celebrating my promotion to Professor of Transport Data Science! I'm excited to invite colleagues and data enthusiasts on Thursday, 8th May 2025, at 4:30 PM. Drinks reception at 4:00 PM/ A ‘Hackathon’ will precede the lecture in ITS room 1.11, with details to follow. Get tickets at <a href="https://www.ticketsource.us/whats-on/leeds/esther-simpson-building-lt-1-01/data-science-for-future-proof-transport-planning-inaugural-lecture-by-professor-robin-lovelace/2025-05-08/16:30/t-avnjvar" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.ticketsource.us/whats-on/leeds/esther-simpson-building-lt-1-01/data-science-for-future-proof-transport-planning-inaugural-lecture-by-professor-robin-lovelace/2025-05-08/16:30/t-avnjvar</a>. Excited to celebrate with you all! <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://fosstodon.org/tags/TransportPlanning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TransportPlanning</a> <a href="https://fosstodon.org/tags/Leeds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Leeds</a> <a href="https://fosstodon.org/tags/InauguralLecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#InauguralLecture</a>

weirdjokesProduct manager. <a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://python-code.pro/</a>

DataScienceJobs💼 Ample Insight is hiring a Data Scientist Location: 🇨🇦 Toronto, Ontario, Canada<a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScientist</a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.social/tags/JobSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JobSearch</a> <a href="https://mastodon.social/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GetFediHired</a> <a href="https://mastodon.social/tags/HashyJobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HashyJobs</a> #<a href="https://datasciencejobs.com/jobs/data-scientist-ample-insight-canada-4/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://datasciencejobs.com/jobs/data-scientist-ample-insight-canada-4/</a>

Benjamin Smith<a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> I'm looking for a good teaching dataset to discuss long and wide format data. Any suggestions?

Rob WaterhouseAn open science framework linking new species data with published knowledge <a href="https://www.sib.swiss/news/liberating-global-biodiversity-knowledge-from-scientific-literature" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.sib.swiss/news/liberating-global-biodiversity-knowledge-from-scientific-literature</a> <a href="https://ecoevo.social/tags/Biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Biodiversity</a> <a href="https://ecoevo.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a>

Rob WaterhouseEnabling data-driven habitat protection and restoration <a href="https://www.sib.swiss/news/transforming-biodiversity-data-into-conservation-insights-and-actions" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.sib.swiss/news/transforming-biodiversity-data-into-conservation-insights-and-actions</a> <a href="https://ecoevo.social/tags/Biodiversity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Biodiversity</a> <a href="https://ecoevo.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a>

LeanpubThe Hundred-Page Machine Learning Book (PDF + EPUB + extra PDF formats) by Andriy Burkov is on sale on Leanpub! Its suggested price is $40.00; get it for $14.00 with this coupon: <a href="https://leanpub.com/sh/zOEFZhBg" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://leanpub.com/sh/zOEFZhBg</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/ComputerScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ComputerScience</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/Ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Ai</a>

Jakub Nowosad🚀 Last week, we hosted "Advances in Spatial Machine Learning 2025", a two-day workshop tackling open challenges in the field. From validation to uncertainty analysis, we explored key topics with top researchers. Now, we're working on synthesizing outcomes—stay tuned! <a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SpatialML</a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://fosstodon.org/tags/Geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Geospatial</a> <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://fosstodon.org/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepLearning</a> <a href="https://fosstodon.org/tags/GISchat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GISchat</a>

Data Science Jobs CanadaCanada Life is hiring a Data Management Analyst in <a href="https://mastodon.social/tags/Toronto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Toronto</a>! Apply today at <a href="https://www.datasciencejobscanada.com/jobs/data-management-analyst-canada-life-a9e1e" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.datasciencejobscanada.com/jobs/data-management-analyst-canada-life-a9e1e</a>. <a href="https://mastodon.social/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GetFediHired</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datascience</a> <a href="https://mastodon.social/tags/datasciencejobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datasciencejobs</a> <a href="https://mastodon.social/tags/MLjobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MLjobs</a>

Universität InnsbruckMit <a href="https://social.uibk.ac.at/tags/Statistik" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Statistik</a> 📊 zu besseren Informationen über Kindergesundheit: Wissenschaftler:innen aus Innsbruck und Zürich konnten berechnen, wie stark Kinder in Subsahara-Afrika und Südasien von <a href="https://social.uibk.ac.at/tags/An%C3%A4mie" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Anämie</a> (Blutarmut) betroffen sind. Solche Daten gab es bisher nur für einzelne Länder. <a href="https://social.uibk.ac.at/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PublicHealth</a> <a href="https://social.uibk.ac.at/tags/%C3%96konometrie" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Ökonometrie</a> <a href="https://social.uibk.ac.at/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://social.uibk.ac.at/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenAccess</a><a href="https://www.uibk.ac.at/de/newsroom/2025/hochauflosende-schatzungen-zu-anamie-bei-kindern-in-armen-lander/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.uibk.ac.at/de/newsroom/2025/hochauflosende-schatzungen-zu-anamie-bei-kindern-in-armen-lander/</a>

R-Podcast (Eric) :pci:Can you believe it? A major podcasting achievement has been unlocked with episode 200 of the <a href="https://a.gup.pe/u/rstats" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@rstats</a> <a href="https://fosstodon.org/@rweekly" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@rweekly</a> Highlights podcast! <a href="https://serve.podhome.fm/episodepage/r-weekly-highlights/200" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://serve.podhome.fm/episodepage/r-weekly-highlights/200</a>🛒 Text analysis and prediction with LLMs: {mall} does it all (Camila Livio) <a href="https://fosstodon.org/@Posit" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@Posit</a> 📊 The guide to gradients in R and ggplot2 <a href="https://aus.social/@jimjamslam" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@jimjamslam</a> Plus great listener feedback from <a href="https://fosstodon.org/@maurolepore" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@maurolepore</a> and our usual mix of aha moments and perhaps a few lame jokes 😅 h/t <a href="https://fosstodon.org/@mike_thomas" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@mike_thomas</a> & <a href="https://fosstodon.org/@jonmcalder" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@jonmcalder</a> 🙏 <a href="https://podcastindex.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RStats</a> <a href="https://podcastindex.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://podcastindex.social/tags/V4V" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#V4V</a>

LeanpubVisualising Data with JavaScript Complete Bundle <a href="https://leanpub.com/b/visualising-data-with-javascript-complete-bundle" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://leanpub.com/b/visualising-data-with-javascript-complete-bundle</a> by Peter Cook is the featured bundle of ebooks 📚 on the Leanpub homepage! <a href="https://leanpub.com" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://leanpub.com</a> <a href="https://mastodon.social/tags/Graphics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Graphics</a> <a href="https://mastodon.social/tags/D3Js" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#D3Js</a> <a href="https://mastodon.social/tags/Javascript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Javascript</a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WebDevelopment</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/NodeJs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NodeJs</a> <a href="https://mastodon.social/tags/React" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#React</a> <a href="https://mastodon.social/tags/Html" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Html</a> <a href="https://mastodon.social/tags/Css" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Css</a>

LeanpubThe Hundred-Page Language Models Book by Andriy Burkov is on sale on Leanpub! Its suggested price is $50.00; get it for $20.00 with this coupon: <a href="https://leanpub.com/sh/iJMtu0nu" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://leanpub.com/sh/iJMtu0nu</a> <a href="https://mastodon.social/tags/Ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Ai</a> <a href="https://mastodon.social/tags/Gpt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gpt</a> <a href="https://mastodon.social/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepLearning</a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.social/tags/ComputerScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ComputerScience</a> <a href="https://mastodon.social/tags/Linguistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Linguistics</a>

Valeriy M., PhD, MBA, CQF✅ Get actionable insights to apply immediately. ✅ Experience a taste of mastering predictive accuracy.Spaces are limited—grab your spot now!🔗 Reserve Your Free Seat Here!<a href="https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&utm_source=instructor" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&utm_source=instructor</a><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Forecasting</a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FreeTraining</a>

weirdjokes<a href="https://mastodon.world/tags/Programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Programming</a> <a href="https://mastodon.world/tags/Coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Coding</a> <a href="https://mastodon.world/tags/IT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IT</a> <a href="https://mastodon.world/tags/Tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tech</a> <a href="https://mastodon.world/tags/Software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Software</a> <a href="https://mastodon.world/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://mastodon.world/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SQL</a> <a href="https://mastodon.world/tags/Computer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Computer</a> <a href="https://mastodon.world/tags/webdevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webdevelopment</a> <a href="https://mastodon.world/tags/Statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Statistics</a> <a href="https://mastodon.world/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataAnalysis</a> <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://mastodon.world/tags/Jokes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jokes</a> <a href="https://mastodon.world/tags/Memes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Memes</a> <a href="https://mastodon.world/tags/Funny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Funny</a> <a href="https://mastodon.world/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NeuralNetworks</a> <a href="https://mastodon.world/tags/SEO" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SEO</a> <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.world/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DevOps</a> 💻 Python Knowledge Base <a href="https://python-code.pro/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://python-code.pro/</a>

Bjørnar (he/him)I'm starting to think letting statisticians do OOP is a bad idea. This r function uses a complex data type as input, but the maintainers of the package that defined that type have changed the structure of the data type, so now I have to jump through some hoops to create an object of the old type. Got to really suck for all the r programmers who don't have a CompSci background. <a href="https://social.coop/tags/r" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#r</a> <a href="https://social.coop/tags/dataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataScience</a>

datatofuSo, data analytics, software engineering, and business intelligence actually have quite a bit of overlap. If you have truly mastered one, then you will be more than competent in the others. In general, these three things have certain core elements in common. I mean, everybody knows that the problem definition lays the foundation for the rest of the process.Tags: <a href="https://mastodon.social/tags/businessintelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#businessintelligence</a> <a href="https://mastodon.social/tags/softwareengineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwareengineering</a> <a href="https://mastodon.social/tags/softwaredevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwaredevelopment</a> <a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.social/tags/linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#linux</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datascience</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a>

datatofuExample decision tree, or flowchart, for selecting an appropriate statistical procedure. Beginning at the top, the user answers a series of questions about measurement and intent, arriving eventually at the name of a procedure. Many such decision trees are possible.Tags: <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datascience</a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tech</a> <a href="https://mastodon.social/tags/linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#linux</a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#machinelearning</a>

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