Cloudera Data Platform

Cloudera Data Platform merges data warehousing, data engineering, and machine learning. It orchestrates data ingestion from on-prem or cloud sources, storing it in a scalable Hadoop-based cluster or cloud object storage. Users can run Spark, Hive, or Impala for batch/interactive queries. The platform’s SDX layer controls security and governance, ensuring consistent policies across workloads. A machine learning workspace lets data scientists develop models. Cloudera suits organizations wanting an all-in-one big data environment bridging analytics, streaming, and data lakehouse functionalities.