BigQuery ML
PulseAugur coverage of BigQuery ML — every cluster mentioning BigQuery ML across labs, papers, and developer communities, ranked by signal.
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BigQuery ML integrates Vertex AI for text generation, detailing costs
BigQuery ML users can now create remote models that reference Vertex AI endpoints, enabling text generation capabilities directly within BigQuery. This setup involves creating a connection object that acts as an interme…
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Google launches TabFM for tabular data; new research probes model limitations
Google Research has introduced TabFM, a zero-shot foundation model for tabular data that integrates with BigQuery ML to simplify classification and regression tasks. Unlike traditional methods requiring extensive manual…
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Credit risk model's 0.71 AUC score sparks debugging debate
The author recounts an experience where their credit risk model, trained using BigQuery ML, initially appeared to be underperforming with an AUC score of 0.71. Despite this score being statistically significant, the aut…