Data Science
Data science aims to extract meaningful insights from data using computational tools and statistical methods, primarily focusing on prediction, analysis, and knowledge discovery. Current research emphasizes the development and application of large language models (LLMs) and other foundation models for diverse tasks, including automating data analysis pipelines, improving model interpretability, and addressing ethical considerations in AI. This field is crucial for advancing scientific discovery across disciplines and driving innovation in various sectors through data-driven decision-making and the development of intelligent systems.
Papers
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