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Amazon SageMaker - Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.
Confluent - Confluent offers a real-time data platform built around Apache Kafka.
Striim - Striim provides an end-to-end, real-time data integration and streaming analytics platform.
Google Cloud Dataflow - Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
Apache Zeppelin - A web-based notebook that enables interactive data analytics.
Spark Streaming - Spark Streaming makes it easy to build scalable and fault-tolerant streaming applications.