Importance of SQL in Data Science

The database is a concept that implies structured data which can be accessible and manipulatable in various of different ways. Databases can be visualized as a 2D space that contains columns that hold the type attribute of the data such as the name and surname of a person and rows that hold for example all the attributes of each person have. Rows are also called tuples in database systems. In terms of visuals,    

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Highlights from Machine Translation and Multilinguality in November 2022

Here are my monthly highlights from paper machine translation and multilinguality that appeared on arXiv in November 2022. A preprint with 19 authors from 13 institutions presents something like the T0 model: but instead of starting with the (more or less) monolingual T5 model, they use multilingual BLOOM and mT5 and call the resulting model BLOOMZ and mT0. The main idea is finetuning the underlying model (or the foundation model?) on as many tasks as possible so that the model […]

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