Archive for the AutoML category

Arun Kumar
Arun Kumar

Automation of Data Prep, ML, and Data Science: New Cure or Snake Oil?

AutoML, Data Preparation, Machine Learning

For almost 30 years, the DB / data management community has intensively studied the vexing pains of data integration, cleaning, and transformation. This research has largely been in the contexts of RDBMSs, SQL-oriented business intelligence (BI), and knowledge base construction. But as the emerging interdisciplinary field of Data Science gains prominence, the massive pain of […]

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