Book

Data Engineering with Apache Spark, Delta Lake, and Lakehouse

Discover the roadblocks you may face in data engineering and keep up with the latest trends such as Delta Lake. This book will help you learn how to build data pipelines that can auto-adjust to changes. Using practical examples, you will implement a solid data engineering platform that will streamline data science, ML, and AI tasks.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
16h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 16h total length

1. The Story of Data Engineering and Analytics
2. Discovering Storage and Compute Data Lake Architectures
3. Data Engineering on Microsoft Azure
4. Understanding Data Pipelines
5. Data Collection Stage - The Bronze Layer
6. Understanding Delta Lake
7. Data Curation Stage - The Silver Layer
8. Data Aggregation Stage - The Gold Layer
9. Deploying and Monitoring Pipelines in Production
10. Solving Data Engineering Challenges
11. Infrastructure Provisioning
12. Continuous Integration and Deployment (CI/CD) of Data Pipelines

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