Remove Apache Kafka Remove Data Engineering Remove Internet of Things
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Build a Simple Realtime Data Pipeline

Analytics Vidhya

Dale Carnegie” Apache Kafka is a Software Framework for storing, reading, and analyzing streaming data. The Internet of Things(IoT) devices can generate a large […]. The post Build a Simple Realtime Data Pipeline appeared first on Analytics Vidhya. We learn by doing.

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

AWS Machine Learning Blog

Through this capability, Amazon Bedrock Knowledge Bases supports the ingestion of streaming data, which means developers can add, update, or delete data in their knowledge base through direct API calls. The solution enables real-time analysis of customer feedback through vector embeddings and large language models (LLMs).

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Big data engineering simplified: Exploring roles of distributed systems

Data Science Dojo

They allow data processing tasks to be distributed across multiple machines, enabling parallel processing and scalability. It involves various technologies and techniques that enable efficient data processing and retrieval. Stay tuned for an insightful exploration into the world of Big Data Engineering with Distributed Systems!

Big Data 195
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Training Models on Streaming Data [Practical Guide]

The MLOps Blog

The machine learning model is part of the Stream processing engine, and it provides the logic that helps the streaming data pipeline expose features within the stream and potentially within a historical data store. It can be used to collect, store, and process streaming data in real-time.