In-Database Machine Learning
Query the future from inside your database with AI-Tables
How MindsDB Works
Data preparation in SQL
powerful data preparation tools available and with MindsDB you
can feed your data into a Machine Learning model using standard SQL.
Automatically Build and Deploy ML Models
Take your data and build accurate predictive models with SQL, all without the need to know any programming languages and because we pull data directly from your database, deploying useful models is instant.
What people are saying
“Running MindsDB with SingleStore can significantly increase the performance and reduce the computational requirements of training your machine learning models,”
"The MindsDB integration is another great example of open source innovation and will let MariaDB community users around the world tap into machine learning capabilities"
"I am excited to see MindsDB providing the power of machine learning, without leaving the convenience of SQL. There has been significant demand in the community for machine learning tools that work with on-premises data, can be run by the average database user, and are delivered cost-effectively."
“This integration will have a massive impact on the industry as the MariaDB user base finds new ways to solve their problems by bringing machine learning inside the database.”
“Looker’s unique architecture is uniquely placed to take advantage of some of the really exciting things such as Automated Machine Learning with MindsDB”
“Thank you so much to the MindsDB team for making this possible and introducing this really interesting problem of integrating ML capabilities with Databases”
“Machine learning inside the database offers every business database end-user the power to move beyond descriptive analytics to predictive analytics – to provide insights on critical business questions with ease from databases – to be a forecasting pro.”
“MindsDB is enabling organizations to significantly speed and simplify the development of enterprise AI applications and quickly build real-time machine learning models over multivariate time-series data using standard SQL commands”
“With Astra DB and MindsDB, enterprises across all sectors are increasingly able to leverage Open Source based machine learning to accelerate decision-making and innovation, reduce liability and mitigate risks, and serve up better experiences to their users.”
Solve complex problems with ease
MindsDB supports a variety of complex problem types, simplifying your project and speeding up the model generation process through advanced automation, while retaining flexibility of your models. It can also solve problems that were not possible before, like Multivariate Time-Series.
Predict into the future using historical data.
Predicting a continuous-valued attribute associated with an object.
Applications: Default Rates, Risk prediction, prices, etc.
Identifying which category an object belongs to.
Applications: Churn, Conversion, fraud, Spam detection, etc.