Redefining Data Science in the Generative AI Era

30/08/2025 31 min Temporada 2 Episodio 10
Redefining Data Science in the Generative AI Era

Listen "Redefining Data Science in the Generative AI Era"

Episode Synopsis

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 rolesThe shift from traditional models to LLMs and what it means for practitionersWhy prompt engineering is becoming crucial for data scientistsThe future of explainability vs. auditability in AI systemsEssential skills for aspiring data scientists in the generative AI eraClaire also discusses exciting future breakthroughs, including world models in AI development, and shares advice for building resilience and adaptability in this evolving landscape.Guest: Claire Longo - Data Scientist & AI ResearcherConnect with Claire:Personal Website: https://statisticianinstilettos.com/YouTube Channel: https://www.youtube.com/@StatisticianInStilettos#DataScience #GenerativeAI #MachineLearning #LLM #PromptEngineering #StatisticalThinking