Vanishing Gradients

Episode 18: Research Data Science in Biotech


Listen Later

Hugo speaks with Eric Ma about Research Data Science in Biotech. Eric leads the Research team in the Data Science and Artificial Intelligence group at Moderna Therapeutics. Prior to that, he was part of a special ops data science team at the Novartis Institutes for Biomedical Research's Informatics department.

In this episode, Hugo and Eric talk about

  • What tools and techniques they use for drug discovery (such as mRNA vaccines and medicines);
  • The importance of machine learning, deep learning, and Bayesian inference;
  • How to think more generally about such high-dimensional, multi-objective optimization problems;
  • The importance of open-source software and Python;
  • Institutional and cultural questions, including hiring and the trade-offs between being an individual contributor and a manager;
  • How they’re approaching accelerating discovery science to the speed of thought using computation, data science, statistics, and ML.
  • And as always, much, much more!

    LINKS

    • Eric's website
    • Eric on twitter
    • Vanishing Gradients on YouTube
    • Cell Biology by the Numbers by Ron Milo and Rob Phillips
    • Eric's JAX tutorials at PyCon and SciPy
    • Eric's blog post on Hiring data scientists at Moderna!
    • ...more
      View all episodesView all episodes
      Download on the App Store

      Vanishing GradientsBy Hugo Bowne-Anderson

      • 5
      • 5
      • 5
      • 5
      • 5

      5

      11 ratings


      More shows like Vanishing Gradients

      View all
      a16z Podcast by Andreessen Horowitz

      a16z Podcast

      1,032 Listeners

      Data Skeptic by Kyle Polich

      Data Skeptic

      480 Listeners

      The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

      The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

      441 Listeners

      Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

      Super Data Science: ML & AI Podcast with Jon Krohn

      298 Listeners

      NVIDIA AI Podcast by NVIDIA

      NVIDIA AI Podcast

      322 Listeners

      DataFramed by DataCamp

      DataFramed

      267 Listeners

      Practical AI by Practical AI LLC

      Practical AI

      192 Listeners

      Google DeepMind: The Podcast by Hannah Fry

      Google DeepMind: The Podcast

      198 Listeners

      Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

      Machine Learning Street Talk (MLST)

      88 Listeners

      Dwarkesh Podcast by Dwarkesh Patel

      Dwarkesh Podcast

      408 Listeners

      No Priors: Artificial Intelligence | Technology | Startups by Conviction

      No Priors: Artificial Intelligence | Technology | Startups

      121 Listeners

      Latent Space: The AI Engineer Podcast by swyx + Alessio

      Latent Space: The AI Engineer Podcast

      75 Listeners

      AI + a16z by a16z

      AI + a16z

      31 Listeners

      High Signal: Data Science | Career | AI by Delphina

      High Signal: Data Science | Career | AI

      4 Listeners

      OpenAI Podcast by OpenAI

      OpenAI Podcast

      28 Listeners