InfoQ

DuckLake 1.0: Data Lake Format with SQL Catalog Metadata

DuckDB Labs recently released DuckLake 1.0, a data lake format that stores table metadata in a SQL database rather than ...
IEEE

Automated Machine Learning (AutoML): Transforming Data Science Workflows in Big Data Analytics

Abstract: The introduction of Automated Machine Learning (AutoML) can be considered a game-changing development in the field of data science and more specifically, in the area of big data analytics.
IEEE

Comparing Accuracy and Consistency: LLMs vs. SOTA Deep Learning Models in Text-to-SQL

Abstract: Text-to-SQL is one of the most prominent areas where Large Language Models (LLMs) have seen extensive application. While Text-to-SQL systems using LLMs and pre-trained deep learning models ...
Science Daily

'Periodic table of machine learning' could fuel AI discovery

After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, researchers organized them into a 'periodic table of machine learning' that can help scientists ...