Batch Processing System Design Architecture
In this comprehensive video, we delve into the world of batch processing, a fundamental data processing technique.
Here's what you'll learn:
Understanding Batch Processing: We'll explore the core concepts, contrasting it with stream processing and highlighting its advantages for specific tasks.
Designing a Batch Processing System: We'll guide you through the essential steps involved in designing an efficient batch processing system, covering aspects like batch schema, size, lifecycle management, and CDC handling.
Real-world Applications: Discover how batch processing empowers various industries, including generating reports, training machine learning models, and managing inventory.
Beyond Batch Processing: We'll touch upon scenarios where real-time processing takes precedence and recommend exploring our related videos on streaming video and real-time processing.
Whether you're a data enthusiast, developer, or simply curious about data management, this video equips you with the knowledge to leverage batch processing effectively.
Keywords: batch processing, data processing, data analysis, batch size, batch schema, CDC, machine learning, inventory management, real-time processing, streaming video
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