RT

OPERATIONAL DATABASE

PREDICT

A OUSE

SERVE

MACHINE LEARNING AND AI

L PLANE

MIGRATION / SECURITY / GOVERNANCE

Operational DB : Serve all types of data from all sources for the lifecycle Cloudera Operational Database serves structured data alongside unstructured data within a unified end-to-end opensource platform , ensuring decision making is driven by stream processing and real-time analytics on continuously changing data . Users can serve real-time data at scale , with high concurrency and low latency , and data science at scale in order to easily build , score , and deploy machine learning models into production .

Machine Learning : Operationalize predicting for the lifecycle Accelerate enterprise data science from research to production at scale with self-service , collaborative workflows for building and operationalizing machine learning models . Using Python , R , and Scala directly in the web browser , Cloudera Machine Learning delivers a powerful self-service experience for data science teams to develop and prototype new machine learning capabilities and easily deploy them to production .

SDX : Ensure security , governance , and lineage across the lifecycle Cloudera SDX ( Shared Data Experience ) provides an enterprisewide data security and governance fabric that binds the data lifecycle . SDX enables data and metadata security and governance policies to be set once and automatically enforced across the data lifecycle in hybrid , private , or multi-cloud environments , delivering safe and compliant data access across the organization .