{"podcast":{"title":"Data Science With Sam","slug":"data-science-with-sam-4345646","podcast_index_feed_id":4345646,"rss_url":"https://media.rss.com/data-science-with-sam/feed.xml","website_url":"https://datasciencewithsam-hub.replit.app/","image_url":"https://media.rss.com/data-science-with-sam/podcast_cover_20260727_001627_afba4f0b63c3e761e747d1e7aaa0930f.png","author":"Soumava Dey","episode_count":46,"summary":"This is an educational podcast focused on bringing academia and industry experts together in a common forum and initiate discussion geared towards data science, artificial intelligence, actuarial science and scientific research. DISCLAIMER: The views and opinions expressed in this podcast are solely those of the host(s) or guest(s) and do not necessarily reflect the policy or position of any organization. The podcast is intended to provide general educational information and entertainment purposes only. RSSVERIFY","last_synced_at":"2026-07-27T06:21:57.269474+00:00","page_url":"https://stenobird.com/podcast/data-science-with-sam-4345646"},"episode":{"title":"EP 24: Redefining Data Science in the Generative AI Era","slug":"ep-24-redefining-data-science-in-the-generative-ai-era","published_at":"2025-08-30T01:26:56+00:00","page_url":"https://stenobird.com/podcast/data-science-with-sam-4345646/ep-24-redefining-data-science-in-the-generative-ai-era","show_page_url":"https://stenobird.com/podcast/data-science-with-sam-4345646","url":"https://rss.com/podcasts/data-science-with-sam/3006425","audio_url":"https://content.rss.com/episodes/395137/3006425/data-science-with-sam/2026_07_20_13_47_38_f0cdeef4-78f0-4919-8284-7ebb9f3552e0.mp3","summary":"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 world models in AI development, and shares advice for building resilience and adaptability in this evolving landscape. Guest: Claire Longo - Data Scientist & AI Researcher Connect with Claire: Personal Website: https://statisticianinstilettos.com/ YouTube Channel: https://www.youtube.com/@StatisticianInStilettos #DataScience #GenerativeAI #MachineLearning #LLM #PromptEngineering #StatisticalThinking","meta_description":"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 fr…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1905,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/data-science-with-sam-4345646/episodes/ep-24-redefining-data-science-in-the-generative-ai-era/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/data-science-with-sam-4345646/ep-24-redefining-data-science-in-the-generative-ai-era.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}