The MLOps Podcast

💬 MLOps for NLP Systems with Charlene Chambliss

Listen Later

In this episode, I'm speaking with Charlene Chambliss, Software Engineer at Aquarium. Charlene has vast experience getting NLP models to production. We dive into the intricacies of these models and how they differ from other ML subfields, the challenges in productionizing them, and how to get excited about data quality issues.  

Join our Discord community: https://discord.gg/tEYvqxwhah

Relevant Links: 

  • ➡️Charlene on LinkedIn – https://www.linkedin.com/in/charlenechambliss/
  • ➡️Charlene on Twitter – https://twitter.com/blissfulchar 

    • Recommendations: 

    • 🎬3blue1brown – Awesome YouTube channel about math & science: https://www.youtube.com/c/3blue1brown 
    • 🎙NLP Highlights – Allen AI Insititute podcast about NLP research: https://soundcloud.com/nlp-highlights 
    • 🎙Software engineering daily: https://softwareengineeringdaily.com/ 
    • 🎙TWiML – Another great podcast about machine learning and AI: https://twimlai.com/ 
    • 📰Sebastian Ruder's blog and newsletter about NLP and ML: https://ruder.io/ 
    • 📰Taming the Tail: Adventures in Improving AI Economics: https://a16z.com/2020/08/12/taming-the-tail-adventures-in-improving-ai-economics/ 
    • 📰State of AI report (2021): https://www.stateof.ai/ 
    • 📕Learn to learn – Ultralearning by Scott Young: https://www.scotthyoung.com/ 


      • 🌐Check Out Our Website! https://dagshub.com   

      Social Links: 

      • 🟦LinkedIn: https://www.linkedin.com/company/dagshub  
      • 🐦Twitter: https://twitter.com/TheRealDAGsHub  
      • 🐦Dean Pleban: https://twitter.com/DeanPlbn
        • ...more
        View all episodesView all episodes
        Download on the App Store
        The MLOps PodcastBy Dean Pleban @ DagsHub