Interactively Explore All Your Data
Kinetica enables data scientists to explore and prepare all their data at the speed of thought. Improve the accuracy and nuance of discoveries by examining your full data corpus vs. downsampling data. Perform large scale analytical queries and data analysis and visualization of billions of geospatial data points interactively for exploration with server side rendering.
Accelerate Machine Learning Model Training
Rapidly train machine learning models with larger data sets to improve accuracy of inferences. Deploy a full lifecycle solution for ML accelerated by GPUs: managed Jupyter notebooks, model training via RAPIDS, and automated model deployment and inferencing in the Kinetica platform.
Improve Model Accuracy with High Performance Feature Pipelines
Increase the accuracy of machine learning data analytics models by utilizing different types of feature pipeline calculations. Perform large-scale feature transformations such as normalizations, filters, joins, and complex geospatial functions directly in the database. Combine SQL, geospatial, graph, time series, and text search analyses and rapidly process them inline as inputs to machine learning models.
Automate Deployment & Data Orchestration
Automate model deployment in Kinetica utilizing Kubernetes supporting continuous, on-demand, and batch inferencing modes. No need to worry about deployment, network configuration, pipeline management, or scaling. Once deployed, Kinetica automatically orchestrates the full data pipeline – from ingestion, to feature transformation, to inferencing and back to database and downstream applications.
Audit ML Model Operations
Track, govern, and audit machine learning data analytics that’s part of your ML workloads. Kinetica tracks the full data lineage, including raw data, feature transformations, and model output. Easy-to-use search tool provides an instant ability to do a full model audit or find a “needle in a haystack” for a specific inference.
Accelerated Data Science for Botnet Detection and Enhanced Cybersecurity
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Book a Demo!
The best way to appreciate the possibilities that Kinetica brings to high-performance real-time analytics is to see it in action.
Contact us, and we'll give you a tour of Kinetica. We can also help you get started using it with your own data, your own schemas and your own queries.