In-SQL Machine Learning
Make predictions from tables inside your database, then visualize them in your BI tool or App, all using standard SQL.
How MindsDB Works
Data preparation in 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.
Visualise predictions in your BI Tool
Take your predictions and create beautiful visualizations to share with your whole company. Empower better outcomes through predictive data-driven experiences.
Add Machine Learning to your Apps
What people are saying
Our testimonials
“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.”
Model Generation
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.
Time Series
Predict into the future using historical data.
Regression
Predicting a continuous-valued attribute associated with an object.
Applications: Default Rates, Risk prediction, prices, etc.
Classification
Identifying which category an object belongs to.
Applications: Churn, Conversion, fraud, Spam detection, etc.
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