Delta Lake: Up and Running
eBook Details:
- Paperback: 264 pages
- Publisher: WOW! eBook (November 21, 2023)
- Language: English
- ISBN-10: 1098139720
- ISBN-13: 978-1098139728
eBook Description:
Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake
With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data’s quality. Delta Lake’s open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.
You’ll learn how to:
- Use modern data management and data engineering techniques
- Understand how ACID transactions bring reliability to data lakes at scale
- Run streaming and batch jobs against your data lake concurrently
- Execute update, delete, and merge commands against your data lake
- Use time travel to roll back and examine previous data versions
- Build a streaming data quality pipeline following the medallion architecture
This Delta Lake: Up and Running practical book shows data engineers, data scientists, and data analysts how to get Delta Lake and its features up and running. The ultimate goal of building data pipelines and applications is to gain insights from data. You’ll understand how your storage solution choice determines the robustness and performance of the data pipeline, from raw data to insights.