Data Science #23
Andriy Burkov
PhD in AI, author of ?? The Hundred-Page Language Models Book and ?? The Hundred-Page Machine Learning Book, ML at TalentNeuron
In this issue: a comprehensive guide to modeling techniques in mixed-integer linear programming; GGUF, the long way around; automated statistical model discovery with language models; improving LLM understanding of structured data and exploring advanced prompting methods; pandas-ai: chat with your database; and more.
The sponsors of this issue are Galileo and True Positive Inc.
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- [Tool] pandas-ai: Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc)
- [ArXiv] Large language models on tabular data: Prediction, generation, and understanding -- a survey
- [Microsoft] Improving LLM understanding of structured data and exploring advanced prompting methods
- [Sponsored] The best way of learning machine learning in 2024
- End-to-end spatial data science 2: Data preparation and data engineering using R
- Good engineers, bad engineers, and evil engineers — an anecdote for data leaders
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CXO Relationship Manager
11 个月thank you so much for sharing. it's useful information.