Direct is better. MindsDB enables prediction and analysis, and the creation of ML workflows, directly from DataStax. For data teams, this means managing exploration, training, versioning, and inference from a single interface.
Quickly build an integrated ML system operable in-production, in-database.
Simplify the most cumbersome steps of MLOps workflows such as deploying models, and more.
Build and train machine-learning models from one interface: your database. No additional tools required.
Save money on developing expensive ML infrastructure.
Dynamically add ML capabilities to data using SQL.
Choose to automate the complexity of ML modeling, or retain manual control.
Integration support for multiple databases with minimal setup time
Built on top of leading ML frameworks (PyTorch, LightGBM, etc.), MindsDB provides industry-leading forecasting capabilities for complex time-series, multivariate, high cardinality data.