Real-world data cleaning is vital for obtaining accurate insights and generalizing findings to a larger population.
CulturaX: A High-Quality, Multilingual Dataset for LLMs - Multilingual Dataset Creation | HackerNoon
The article discusses the creation of a high-quality multilingual dataset for LLMs by combining mC4 and OSCAR datasets through careful cleaning and deduplication.
The org behind the dataset used to train Stable Diffusion claims it has removed CSAM | TechCrunch
LAION has released a cleaned dataset, Re-LAION-5B, addressing concerns about links to child sexual abuse material (CSAM) in their previous dataset.
The marketer's guide to conquering data quality issues | MarTech
Poor data quality significantly impacts marketing effectiveness, leading to wasted budgets and poor targeting.
"The big obstacle isn't anything technical": Dell CTO John Roese on why companies are failing on AI adoption
A lack of clear vision is a significant obstacle for businesses adopting AI technology.
Announcing Data Wrangler: Code-centric viewing and cleaning of tabular data in Visual Studio Code - Python
Data Wrangler extension for VS Code offers data viewing, cleaning, and Pandas code generation, replacing the Jupyter data viewer feature.