Redefining Data Science in the Generative AI Era

Data Science With Sam by Soumava Dey

Episode notes

Join host Sam as he explores how generative AI is reshaping data science with Claire Longo, a seasoned data scientist and AI researcher. From the shift from feature engineering to prompt engineering, to the evolution of data cleaning and the importance of statistical thinking in the age of LLMs, Claire shares practical insights for navigating this rapidly changing field.

Key Topics:

  • How generative AI is transforming data scientist roles
  • The shift from traditional models to LLMs and what it means for practitioners
  • Why prompt engineering is becoming crucial for data scientists
  • The future of explainability vs. auditability in AI systems
  • Essential skills for aspiring data scientists in the generative AI era

Claire also discusses exciting future breakthroughs, including worl ... 

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Keywords
technologyartificial intelligencedata scienceeducationgenerative aipredictive analyticsResponsible AIWomen in AIAI literacydatasciencewithsam