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mindsdb mindsdb In-Database Machine Learning

mindsdb/mindsdb: In-Database Machine Learning

来源:mindsdb/mindsdb: In-Database Machine Learning

摘录内容

mindsdb:用 SQL 开启机器学习的数据库。把机器学习引入 SQL 数据库将模型作为虚拟表(AI-table),从而省去了数据准备、预处理等步骤,可以直接用 SQL 查询时间序列、回归、分类预测的结果,实现简化机器学习开发流程的效果
MindsDB ML-SQL Server enables machine learning workflows for the most powerful databases and datawarehouses using SQL.

  • Developers can quickly add AI capabilities to your applications.
  • Data Scientists can streamline MLOps by deploying ML models as AI Tables.
  • Data Analysts can easily make forecasts on complex data (like multivariate time-series with high cardinality) and visualize them in BI tools like Tableau.

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