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Data pipelines play a crucial role in modern data architecture, facilitating the efficient flow and processing of data. Let's explore different types of data pipelines and provide a real example for each:
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Batch Processing Data Pipeline
Description: Batch processing involves collecting, processing, and storing data in predefined intervals.
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Real-Time Streaming Data Pipeline
Description: Real-time pipelines process data as it arrives, allowing for near-instantaneous insights.
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Description: Cloud-based pipelines leverage cloud services to process and store data, providing scalability and flexibility.
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Machine Learning Data Pipeline
Description: ML pipelines integrate machine learning models into data workflows for training, deployment, and monitoring.