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Turning messy data into gold with Kaggle

Why Kaggle matters: Founded in 2010 and acquired by Google in 2017, Kaggle offers competitions, datasets, and tools that help users build data science skills. Messy data’s hidden value: AI can now ...
How-To Geek on MSN

What makes a Spotify hit? I tested over 30,000 songs in Python to find out

Digging through the data to find chart success.
IEEE

AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation

Abstract: Recent research in Text-to-SQL translation has primarily adopted in-context learning methods leveraging large language models (LLMs), achieving significant progress. However, these methods ...
GitHub

Letemoin/kaggle-discussion-extractor

A professional Python tool for extracting Kaggle competition content with proper hierarchical structure and complete content preservation. ℹ️ Note: Starting September 17, 2025, Claude is contributing ...
IEEE

VisQ2SQL: Towards SQL-Driven Data Visualization via LLMs-Grounded Preference Learning

Abstract: Text-to-Visualization (Text2Vis) aims to democratize data insights for non-expert users by transforming natural language query (NLQ) into visualization specification (VS). In view of the ...
GitHub

2024-12-01-nl2sql.md

NL2SQL 把自然语言“翻译”成机器能理解的SQL语句，在人机交互中有巨大的价值,解决了从中文人类语言到SQL ...