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What is a Hadoop Cluster?

Pickl AI

Internet of Things (IoT) Hadoop clusters can handle the massive amounts of data generated by IoT devices, enabling real-time processing and analysis of sensor data. Download and extract the Apache Hadoop distribution on all nodes. The open-source software is also free to download and use.

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Training Models on Streaming Data [Practical Guide]

The MLOps Blog

For example, before any video streaming services, users had to wait for videos or audio to get downloaded. There are a number of tools that can help with streaming data collection and processing, some popular ones include: Apache Kafka : An open-source, distributed event streaming platform that can handle millions of events per second.

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Stream ingest data from Kafka to Amazon Bedrock Knowledge Bases using custom connectors

AWS Machine Learning Blog

Think of the examples of clickstream data, credit card swipes, Internet of Things (IoT) sensor data, log analysis and commodity priceswhere both current data and historical trends are important to make a learned decision. In this step, you follow the detailed instructions that are mentioned at Create a topic in the Amazon MSK cluster.