BigQuery AI (Google)

About

Google serverless data warehouse with AI capabilities. ML models in SQL, AI analysis, and Gemini integration.

• BigQuery ML: Create, train, and deploy ML models with SQL (linear regression, XGBoost, matrix factorization, etc.)
• Gemini integration: conversational data analysis, SQL generation, Python code generation, and data summarization
• Model Explainability: global and local feature importance via SQL for transparent predictions
• Vertex AI model serving: import pre-trained Vertex AI models for SQL-based prediction
• Hyperparameter tuning: automated optimization of model parameters within BigQuery ML