Mastering Databricks Lakehouse Platform: Perform Data Warehousing, Data Engineering, Machine Learning, DevOps, and BI PDF
Preview Mastering Databricks Lakehouse Platform: Perform Data Warehousing, Data Engineering, Machine Learning, DevOps, and BI
Who this book is for
This book is for every data professional, including data engineers, ETL developers, DB administrators, Data Scientists, SQL Developers, and BI specialists. You don't need any prior expertise with this platform because the book covers all the basics.
Table of Contents
1. Getting started with Databricks Platform
2. Management of Databricks Platform
3. Spark, Databricks, and Building a Data Quality Framework
4. Data Sharing and Orchestration with Databricks
5. Simplified ETL with Delta Live Tables
6. SCD Type 2 Implementation with Delta Lake
7. Machine Learning Model Management with Databricks
8. Continuous Integration and Delivery with Databricks
9. Visualization with Databricks
10. Best Security and Compliance Practices of Databricks
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