:question: :wave: Missing integration? Quickstart MindsDB works with most of the SQL and NoSQL databases and data Streams for real-time ML. Open JSON-AI syntax to build models and bring your own ML blocks in a declarative way.Get mModels’ accuracy scoring and confidence intervals for each prediction.Bring models to production without “traditional deployment” as AI Tables.Classification, regression, time-series tasks.Automatic data pre-processing, feature engineering and encoding.There’s no need to deploy models since they are already part of the data layer.Ĭheck our docs and blog for tutorials and use case examples. Make predictions with SQL statements (Predictor is exposed as virtual AI Tables). Train a Predictor using a single SQL statement (make MindsDB learn from historical data automatically) or import your own ML model to a Predictor via JSON-AI. MindsDB automates and abstracts machine learning models through virtual AI Tables:Īpart from abstracting ML models as AI Tables inside databases, MindsDB has a set of unique capabilities as:Įasily make predictions over very complex multivariate time-series data with high cardinalityĪn open JSON-AI syntax to tune ML models and optimize ML pipelines in a declarative way To install the latest version of MindsDB please pull the following Docker image: docker pull mindsdb/mindsdb You can try Mindsdb ML SQL server here (demo). Installation - Overview - Features - Database Integrations - Quickstart - Documentation - Support - Contributing - Mailing lists - License If you like our project then we would really appreciate a Star ⭐!Īlso, check-out the rewards and community programs. NEW! Check-out the new MindsDB Dev □ challenge (and the cash:dollar: prizes) for democratizing machine learning! Data Analysts can easily make forecasts on complex data (like multivariate time-series with high cardinality) and visualize them in BI tools like Tableau. Data Scientists can streamline MLOps by deploying ML models as AI Tables.Developers can quickly add AI capabilities to your applications.MindsDB ML-SQL Server enables machine learning workflows for the most powerful databases and datawarehouses using SQL.
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