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LLMs for Data Science

[2025 - Day 1 - Data Science & Algos] Hadley Wickham shares insights from practical applications of LLMs in data science, exploring three key areas where these tools prove genuinely useful beyond the hype: writing code, writing prose, and rectangling non-rectangular data. For data scientists working with text, images, videos, or audio data, this talk offers valuable perspectives on leveraging LLMs effectively for real workflows and transforming fundamentally unstructured information.

ABOUT THE SPEAKER: Hadley Wickham, Chief Scientist, Posit

ABOUT DATA COUNCIL: Data Council brings together the brightest minds in data to share industry knowledge, technical architectures and best practices in building cutting edge data & AI systems and tools.

FIND US: Twitter: https://twitter.com/datacouncilai LinkedIn: https://www.linkedin.com/company/datacouncil-ai/ Website: https://www.datacouncil.ai/

Hadley Wickham

May 29, 2025

23 min

1.5k views

Data Science Tutorial LLM for Data Science AI Tutorial ChatGPT Artificial Intelligence Machine Learning Python Tutorial AI Assistance Coding With AI Automation Productivity Tools Data Analysis Rectangling Data Text Analysis Natural Language Processing Data Preprocessing Feature Engineering Model Building Model Evaluation Statistical Analysis Exploratory Data Analysis Data Visualization Machine Learning Workflows