Build models without moving data, save time on training with SQL, and leverage hyperscale data volumes for fresher insights with Ocient’s robust in-database machine learning.
Build and train machine learning models directly in Ocient
Get started with machine learning directly in the Ocient Hyperscale Data Warehouse and save time on costly data preparation and tooling.
- Build where your data already lives – no need to pay for additional tooling or move datasets around
- Combine structured and semi-structured data for more robust machine learning without increasing costs
- Develop more accurate models by leveraging historical datasets, no matter the size
Tap into the value of hyperscale datasets with robust machine learning capabilities
From data cleansing and consolidation on ingest to model generation, training, and deployment, leverage Ocient’s in-database machine learning to turn valuable data into accurate predictions and actionable insights.
With powerful ETL and ELT functions, Ocient enables users to leverage the freshest data alongside high resolution historical datasets without increasing costs.
No need to program a machine learning solution in Python or Java. Ocient trains and accesses models using the language data analysts already know and love: SQL.
Training a model in Ocient is as simple as running a CREATE mlmodel statement. Once built, it can be added to a catalog and leveraged like a scalar SQL function.
With intra-database machine learning training and prediction built directly into the database engine, Ocient dramatically streamlines machine learning, saving developers precious time.
- Create and train machine learning models within the database using CREATE MLMODEL statement with a SELECT to specify independent and dependent variables.
- Query using MLMODEL name as a function in a SELECT statement specifying one or more column as independent variables in the MLMODEL.
Catalyze machine learning development and get to more accurate models faster with Ocient’s pre-built models, BI tool integrations, and easy sharing.
- Leverage our existing catalog of machine learning models, build new models, and re-use them by name with a scalar SQL function
- Empower analysts to build and run models using existing BI tools
- Share models across users with built-in User Access Control
Learn how you can deploy Ocient and unlock the insights in your hyperscale datasets.