May 1, 2024
3 minute read
Batch Data Pipelines are the cornerstone of any modern data-driven organization. They provide a structured and reliable way to process and transform large amounts of data, enabling businesses to gain insights, make informed decisions, and achieve their operational goals.
Types of Batch Data Pipelines
There are two main types of batch data pipelines:
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Find a path to becoming a Batch Data Pipelines. Learn more at:
OpenCourser.com/topic/b3yliu/batch
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Batch Data Pipelines.
Provides a comprehensive overview of the design principles for data-intensive applications. It valuable resource for anyone looking to design and build scalable and efficient data pipelines.
Provides a comprehensive overview of batch data pipelines, covering the entire pipeline from data ingestion to data storage. It valuable resource for anyone looking to learn more about batch data pipelines.
Provides a comprehensive overview of Spark, a popular open-source framework for building and managing data pipelines. It valuable resource for anyone looking to use Spark to build their own batch data pipelines.
Provides a comprehensive overview of Apache Flink, a popular open-source framework for building and managing data pipelines. It valuable resource for anyone looking to use Flink to build their own batch data pipelines.
Provides a comprehensive overview of Hadoop, a popular open-source framework for building and managing data pipelines. It valuable resource for anyone looking to use Hadoop to build their own batch data pipelines.
Provides a hands-on guide to building data pipelines using Python. It valuable resource for anyone looking to learn how to build batch data pipelines using Python.
Provides a comprehensive overview of dimensional modeling, a popular data modeling technique used in data warehouses. It valuable resource for anyone looking to design and build data warehouses.
For more information about how these books relate to this course, visit:
OpenCourser.com/topic/b3yliu/batch
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