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#predictivemodeling — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #predictivemodeling, aggregated by home.social.

  1. How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures

    A bioprocess engineer's journey into machine learning and why the pharmaceutical industry desperately needs this bridge When I tell people I work in bioprocess engineering, I usually get blank stares. When I explain that I help manufacture proteins in giant tanks for therapeutic use, the response is often: "Oh, like brewing beer?" Not quite. But close enough. What I don't usually mention is that I've been teaching myself machine learning on nights and weekends. Not because it's trendy, but […]

    kemal.yaylali.uk/from-bioreact

  2. From Bioreactors to AI: How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures

    *A bioprocess engineer's journey into machine learning—and why the pharmaceutical industry desperately needs this bridge* --- When I tell people I work in bioprocess engineering, I usually get blank stares. When I explain that I help manufacture proteins in giant tanks for therapeutic use, the response is often: "Oh, like brewing beer?" Not quite. But close enough. The $50 Million Problem Nobody Talks About What I don't usually mention is that I've been teaching myself machine learning […]

    kemal.yaylali.uk/from-bioreact

  3. From Bioreactors to AI: How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures

    *A bioprocess engineer's journey into machine learning—and why the pharmaceutical industry desperately needs this bridge* --- When I tell people I work in bioprocess engineering, I usually get blank stares. When I explain that I help manufacture proteins in giant tanks for therapeutic use, the response is often: "Oh, like brewing beer?" Not quite. But close enough. The $50 Million Problem Nobody Talks About What I don't usually mention is that I've been teaching myself machine learning […]

    kemal.yaylali.uk/from-bioreact

  4. 🧠 New paper by Huang et al.: By using #pharmacological #fMRI and dynamic #connectome-based #PredictiveModeling, they show how #cortisol reshapes whole-brain #NetworkDynamics during emotional memory encoding. Trial-level analyses reveal distinct but increasingly integrated #arousal and #memory networks under #stress, supporting a hormonally driven "memory formation mode".

    🌍 doi.org/10.1126/sciadv.adz4143

    #Neuroscience #CognitiveNeuroscience #BrainNetworks #CogSci

  5. True story time. ~7 years ago, onsite team meeting

    New hire said when starting job, they thought "model" in job description meant we take photos, wondered where the girls were. Initially sounded like joke, but as they kept going, I realized they were serious. Next few years confirmed laziness, lack of curiosity.

    How do you see "model" in #DataAnalytics job & not research it enough to know it means "predictive model" before interview?

    #OfficeWorkerGripes #ScottThoughts #PredictiveModeling

  6. #TitanicDatase with detailed visualizations and insights. Learn about #DataPreprocessing, #SurvivalRates, passenger demographics, and #PredictiveModeling techniques. This comprehensive guide covers all aspects for data science enthusiasts.

    teguhteja.id/titanic-dataset-a

  7. “Lincoln said, ‘If you give me six hours to chop down a tree, I’ll spend the first four sharpening the axe.’ In the AI and ML context, if you gave me $47.4 billion to build a system to enhance auditing, I would spend the first $20 billion ensuring it could be done … with safeguards in place to avoid … pitfalls that have beset similar initiatives abroad.”

    #ai #predictivemodeling #gpt #taxfedi #lawfedi

    Dear IRS—Here’s Where You Should Spend Some of That $80 Billion | news.bloombergtax.com/daily-ta